{"version":"2.7.0","id":"player-ray-estes-3ZZDOM","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Ray Estes?","title":"Ray Estes Profile & Background","excerpt":"Ray Estes is an active pickleball player registered under Player ID 3ZZDOM.","answer":"Ray Estes is an active pickleball player registered in the Pickle Gravity database with Player ID 3ZZDOM. They reside and play matches in Cheyenne, WY, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Ray Estes maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"dupr-id","category":"Registry","question":"What is Ray Estes's Player ID?","title":"Ray Estes Rated Score Identification Key","excerpt":"The unique player identification key for Ray Estes is 3ZZDOM.","answer":"Their unique Player ID is 3ZZDOM. This identification key is used globally to verify match results and update player standing rankings.","answer_detail":"Every match outcome submitted by leagues or clubs references this ID to ensure ratings are updated accurately. Keep this ID handy when registering for tournaments or rated events.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"last-verified","category":"Registry","question":"When was Ray Estes's record last updated?","title":"Ray Estes Profile Last Verified Date","excerpt":"Last verified on 2025-06-22.","answer":"Their rated score and career stats were last verified on 2025-06-22.","answer_detail":"Player stats are synchronized weekly with external indexes. Any new matches recorded since the verification date will be calculated in the next sync.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","metadata","verification"],"topic":"registry","topic_label":"Registry","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"gender-status","category":"Registry","question":"Is Ray Estes registered as male or female?","title":"Ray Estes Gender Classification","excerpt":"Registered gender is {{gender}}.","answer":"Their gender is recorded as {{gender}} in the Rated Score database.","answer_detail":"Gender classifications are used to bracket mixed doubles and single-gender ladders correctly. This coordinates competitive alignment in GPN fixtures.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","gender","registry"],"topic":"demographics","topic_label":"Demographics","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"age-bracket","category":"Registry","question":"What is Ray Estes's age bracket?","title":"Ray Estes Age Bracket Classification","excerpt":"Recorded as 54 years old (Birth Year: 1972).","answer":"They compete in the age bracket corresponding to 54 years old (born around 1972).","answer_detail":"Age groups divide players into Junior, Adult (19+), or Senior (50+) classes. This ensures fair competition matching physical capabilities.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","age","profile"],"topic":"demographics","topic_label":"Demographics","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"rating-half-life","category":"Registry","question":"What is Ray Estes's rated score half-life?","title":"Ray Estes Rated Score Half-Life","excerpt":"Their rating half-life is 1 days.","answer":"Their rated score half-life sits at 1 days, representing rating decay rates.","answer_detail":"Rating half-life measures how fast old match outcomes lose their weight in calculations. A lower half-life adjusts to current performance faster.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Ray Estes associated with?","title":"Ray Estes GPN Networks","excerpt":"Associated with networks around Cheyenne, WY, US.","answer":"They play in leagues and networks located around Cheyenne, WY, US. Rosters can be found on GPN.","answer_detail":"Network associations link players to specific regional ladders. Matches played within these networks automatically update standings.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","gpn","networks"],"topic":"registry","topic_label":"Registry","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"rating-stability","category":"Registry","question":"How stable is Ray Estes's rated score?","title":"Ray Estes Rated Score Stability","excerpt":"Stability is determined by a half-life of 1 days.","answer":"With a rating half-life of 1 days, their rating shows high/medium stability based on recency.","answer_detail":"Active play prevents rating drift. Playing matches regularly ensures the rating remains reflective of current competitive form.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"request-correction","category":"Registry","question":"How can I request a correction of Ray Estes's player details?","title":"Request Player Profile Correction","excerpt":"Corrections sync weekly from GPN and Rated Score registry inputs.","answer":"Player profiles sync weekly. If details are outdated, submit corrections on GPN or Rated Score first.","answer_detail":"Once updated on the official source directories, our weekly crawl sweeps the update into the SQLite database automatically.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","correction","support"],"topic":"registry","topic_label":"Registry","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"is-active","category":"Registry","question":"Is Ray Estes currently active in the database?","title":"Ray Estes Database Activity Status","excerpt":"Last synced and verified active in Cheyenne, WY, US.","answer":"Yes, they are indexed as active with records verified on 2025-06-22.","answer_detail":"Active status is maintained if the player has registered matches or rating updates within our tracking window.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","status","registry"],"topic":"registry","topic_label":"Registry","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"doubles-rating","category":"Performance","question":"What is Ray Estes's doubles rated score?","title":"Ray Estes Doubles Rated Score","excerpt":"Doubles Rated Score: 4.022 (Reliability: 13%).","answer":"Their doubles rated score is 4.022 with a reliability factor of 13%.","answer_detail":"Doubles rated scores adjust dynamically based on match outcomes. Reliability values above 50% indicate a robust history of recent play.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"singles-rating","category":"Performance","question":"What is Ray Estes's singles rated score?","title":"Ray Estes Singles Rated Score","excerpt":"Singles Rated Score: 4.076 (Reliability: 1%).","answer":"Their singles rated score is 4.076 with a reliability factor of 1%.","answer_detail":"Singles play requires speed and court coverage. A rating of 4.076 reflects their performance in verified singles matchups.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"win-rate-percentage","category":"Performance","question":"What is Ray Estes's match win rate percentage?","title":"Ray Estes Career Win Rate","excerpt":"Their overall win rate is 46.5%.","answer":"They maintain a career win rate of 46.5% across doubles and singles matches in our directory.","answer_detail":"In balanced Elo/Rated Score systems, win rates cluster between 45% and 55%. Outliers exceeding 60% indicate rapid skill climbing.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","win-rate","performance"],"topic":"demographics","topic_label":"Demographics","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Ray Estes?","title":"Ray Estes Points Won Percentage","excerpt":"On average, they win 49.11% of points per match set.","answer":"On average, they win 49.11% of points in their tracked matches.","answer_detail":"Points won percentage tracks micro-efficiency. Standardizing points shows performance quality even in match sets that result in close losses.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"],"topic":"demographics","topic_label":"Demographics","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"rating-tier","category":"Performance","question":"How does Ray Estes's rating compare to average players?","title":"Ray Estes Rated Score Percentile Tier","excerpt":"Ranks in the 4.022 range tier.","answer":"With a doubles Rated Score of 4.022, they perform in the upper/mid bracket of community players.","answer_detail":"Recreation averages sit around 3.20 - 3.50. Ratings above 4.00 represent competitive tournament-level play with advanced kitchen and dink skills.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"singles-vs-doubles","category":"Performance","question":"Does Ray Estes focus more on singles or doubles?","title":"Ray Estes Game Type Focus","excerpt":"Doubles reliability: 13% | Singles reliability: 1%.","answer":"Based on rating reliability, they have a doubles focus (13%) vs singles focus (1%).","answer_detail":"Doubles matches are far more frequent in local pickleball clubs. Higher reliability in doubles indicates a focus on partner-based league play.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"singles-reliability","category":"Performance","question":"What is the reliability of Ray Estes's singles rating?","title":"Ray Estes Singles Reliability","excerpt":"Singles reliability is 1%.","answer":"Their singles rating reliability is 1%, showing match log density.","answer_detail":"Reliability scales with match frequency and recency. A low reliability suggests they have not logged recent singles matches.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"doubles-reliability","category":"Performance","question":"What is the reliability of Ray Estes's doubles rating?","title":"Ray Estes Doubles Reliability","excerpt":"Doubles reliability is 13%.","answer":"Their doubles rating reliability is 13%, showing high confidence in their rating.","answer_detail":"A higher reliability factor (above 50%) indicates that their rating is supported by numerous recent tournament and league results.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","doubles","reliability"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"optimal-matchups","category":"Performance","question":"What constitute optimal matchups for Ray Estes?","title":"Ray Estes Optimal Matchup Analysis","excerpt":"Optimized for matchups matching their chemistry profile.","answer":"They perform best in matchups where opponent ratings align closely with their own doubles rating of 4.022.","answer_detail":"Balanced matchups prevent excessive rating volatility. Games played against teams within a 0.25 rating margin are ideal.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","matchups","performance"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"matchmaking-tier","category":"Performance","question":"What is the recommended matchmaking range for Ray Estes?","title":"Ray Estes Matchmaking Bracket","excerpt":"Recommended Rated Score range: 4.022 +/- 0.25.","answer":"We recommend matching them with partners and opponents between rated score brackets of 4.022 +/- 0.25.","answer_detail":"Staying within this 0.50 Rated Score band ensures games are competitive and tactical rather than one-sided.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","bracket"],"topic":"matchmaking","topic_label":"Rated Score Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"We recommend matching them with partners and opponents between rated score brackets of 4.022 +/- 0.25.\n\nStaying within this 0.50 Rated Score band ensures games are competitive and tactical rather than one-sided.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"performance-trend","category":"Performance","question":"What is Ray Estes's recent performance trend?","title":"Ray Estes Recent Match Trends","excerpt":"Calculated from recent match win-loss trends.","answer":"Recent matches show a stable trend with a total of 282 matches tracked.","answer_detail":"Roster updates track career trajectory. Analyzing recent wins and losses helps identify if the player is currently peak-performing.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","trends","performance"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"dpg-strokes-gained","category":"Performance","question":"What is Ray Estes's Rated Score Points Gained (DPG) score?","title":"Ray Estes Rated Score Points Gained Score","excerpt":"A micro-efficiency metric evaluating points contribution per set.","answer":"Their Rated Score Points Gained (DPG) score evaluates their net points contribution relative to partner Rated Score averages.","answer_detail":"DPG acts similarly to Strokes Gained in golf, isolating the player's direct impact on match sets.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","dpg","metrics"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"clutch-index","category":"Performance","question":"What is Ray Estes's Clutch Performance Index (CPI)?","title":"Ray Estes Clutch Performance Index","excerpt":"CPI measures performance in tight point spreads.","answer":"Their CPI measures success rate in matches resolved by a margin of 2 points (e.g. 11-9 or 15-13).","answer_detail":"A high Clutch Performance Index indicates mental resilience and tactical execution under pressure.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","cpi","clutch"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"strength-of-schedule","category":"Performance","question":"What is Ray Estes's Strength of Schedule (SoS)?","title":"Ray Estes Strength of Schedule","excerpt":"Average opponent rating: 4.34 Rated Score.","answer":"Their Strength of Schedule rating is calculated from their opponents' average Rated Score of 4.34.","answer_detail":"A higher SoS means the player consistently faces advanced competition, which justifies rating adjustments even in close loss scenarios.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","sos","competition"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"match-play-intensity","category":"Performance","question":"What is the match play intensity level for Ray Estes?","title":"Ray Estes Match Intensity Level","excerpt":"Evaluated from opponent ratings average 4.34.","answer":"They play high-intensity matches based on an opponent Rated Score average of 4.34.","answer_detail":"Matches against opponents within similar rating bands require high focus and result in longer rally lengths.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","intensity","performance"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"rating-percentile-rank","category":"Performance","question":"What is Ray Estes's estimated percentile rank?","title":"Ray Estes Percentile Ranking","excerpt":"Estimated based on doubles Rated Score of 4.022.","answer":"Based on 4.022 doubles Rated Score, they sit in the competitive percentile among registered regional players.","answer_detail":"Percentiles are recalculated weekly as new ratings are committed to the GPN databases.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","percentile","rank"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"unforced-error-ratio","category":"Performance","question":"What is Ray Estes's unforced error ratio?","title":"Ray Estes Unforced Errors","excerpt":"Estimated from control and dinking accuracy metrics.","answer":"Their unforced error ratio is estimated based on their playstyle control score.","answer_detail":"Unforced errors determine success in long kitchen rallies. A lower ratio suggests high dinking discipline.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","errors","control"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"shot-making-efficiency","category":"Performance","question":"How efficient is Ray Estes's shot-making?","title":"Ray Estes Shot Efficiency","excerpt":"Scored based on power and spin ratings.","answer":"Their shot-making efficiency integrates drive power and spin variations.","answer_detail":"High shot efficiency converts defensive situations into offensive resets near the non-volley zone.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","shot","efficiency"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"defensive-reset-percentage","category":"Performance","question":"What is Ray Estes's defensive reset percentage?","title":"Ray Estes Defensive Resets","excerpt":"Determined from their Control metric score of 93%.","answer":"Their defensive reset percentage aligns with a Control metric score of 93%.","answer_detail":"Resetting fast speeds into soft dinks halts baseline aggressive attacks from opponents.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","defense","control"],"topic":"demographics","topic_label":"Demographics","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"serve-velocity-estimate","category":"Performance","question":"What is the serve velocity estimate for Ray Estes?","title":"Ray Estes Serve Velocity","excerpt":"Aligned with their Power metric score of 93%.","answer":"Their serve velocity is estimated based on their Power metric score of 93%.","answer_detail":"Serves must focus on depth and spin. Higher power allows players to force deeper return errors from opponents.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","serve","power"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"total-matches","category":"History","question":"How many matches has Ray Estes played?","title":"Ray Estes Career Match Count","excerpt":"They have played a total of 282 matches in our index.","answer":"In our database, Ray Estes has played a total of 282 matches.","answer_detail":"This count represents competitive and recreational matches synced from GPN and Rated Score. A larger history indicates stable ratings.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","matches","history"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"match-record","category":"History","question":"What is Ray Estes's career record (Wins / Losses)?","title":"Ray Estes Win-Loss Record","excerpt":"Record: 131 Wins and 151 Losses.","answer":"Their career record stands at 131 Wins and 151 Losses in our directory.","answer_detail":"Wins and losses are aggregated from matches submitted to active tournament databases.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"weekly-streak","category":"Activity","question":"What is Ray Estes's weekly play streak?","title":"Ray Estes Weekly Playing Streak","excerpt":"Current streak: 0 weeks | Max: 1 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time maximum is 1 weeks.","answer_detail":"Activity streaks are compiled from GPN matches, indicating active roster involvement.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","streak","activity"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"active-days","category":"Activity","question":"How many days has Ray Estes played in the last 18 weeks?","title":"Ray Estes Recent Active Days","excerpt":"Logged active matches on 36 days in the last 18 weeks.","answer":"They have active match logs on 36 separate days in the last 18 weeks.","answer_detail":"Regular weekly playing helps maintain rating accuracy and ensures rating reliability values do not decay.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","frequency"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"preferred-court","category":"Activity","question":"Where is Ray Estes's preferred home court facility?","title":"Ray Estes Preferred Home Court","excerpt":"Most active facility: .","answer":"Their most frequented facility for matches is .","answer_detail":"Preferred courts are computed based on location coordinates linked to historical matches in our SQLite index.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","court","preferred"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"preferred-court-surface","category":"Activity","question":"What court surface does Ray Estes play on most?","title":"Ray Estes Preferred Surface Type","excerpt":"Plays primarily on surfaces at .","answer":"They play primarily on the court surfaces at .","answer_detail":"Surface materials affect spin and ball heights. Hard acrylic surfaces are common in regional complexes.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","surface","court"],"topic":"logistics","topic_label":"Court Logistics","intent":"visit_planning","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"indoor-outdoor-focus","category":"Activity","question":"Does Ray Estes play indoor or outdoor matches more?","title":"Ray Estes Environmental Focus","excerpt":"Determined from home court settings at .","answer":"Their match logs are centered around , matching its environmental configuration.","answer_detail":"Outdoor courts introduce wind factors, making topspin essential. Indoor environments offer zero wind for fast drives.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","environment","court"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"upcoming-leagues","category":"Activity","question":"Is Ray Estes registered for upcoming GPN leagues?","title":"Ray Estes League Registrations","excerpt":"Registration details can be queried on GPN networks.","answer":"Yes, they coordinate matches within local networks. Check GPN boards for schedules.","answer_detail":"Roster status updates dynamically as league coordinators schedule upcoming ladder matches.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","leagues","gpn"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"high-win-streak","category":"History","question":"What is the longest playing streak for Ray Estes?","title":"Ray Estes Maximum Play Streak","excerpt":"Their personal best maximum playing streak is 1 weeks.","answer":"Their career longest playing streak reaches 1 weeks on GPN.","answer_detail":"Streaks measure long-term commitment to active ladders and play schedules.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","streak","history"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"career-match-milestones","category":"History","question":"Has Ray Estes reached significant match milestones?","title":"Ray Estes Match Milestones","excerpt":"Completed 282 matches in our index.","answer":"They have reached a career milestone of 282 total matches in our index.","answer_detail":"Milestones trace player maturity. Accumulating more than 50 matches yields high confidence in rating indicators.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","milestones","history"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"opponent-rating-distribution","category":"History","question":"What is the rating distribution of Ray Estes's opponents?","title":"Ray Estes Opponent Rating Distribution","excerpt":"Average opponent rating rests at 4.34.","answer":"Their opponent rating distribution averages around 4.34 Rated Score.","answer_detail":"Playing opponents with diverse Rated Score values gives a robust, well-rounded rating evaluation.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","opponents","history"],"topic":"matchmaking","topic_label":"Rated Score Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"Their opponent rating distribution averages around 4.34 Rated Score.\n\nPlaying opponents with diverse Rated Score values gives a robust, well-rounded rating evaluation.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"partner-rating-distribution","category":"History","question":"What is the rating distribution of Ray Estes's partners?","title":"Ray Estes Partner Rating Distribution","excerpt":"Average partner rating rests at 4.18.","answer":"Their doubles partners maintain an average rating of 4.18 Rated Score.","answer_detail":"Partner rating consistency helps ensure balanced team dynamics in doubles leagues.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","partners","history"],"topic":"matchmaking","topic_label":"Rated Score Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"Their doubles partners maintain an average rating of 4.18 Rated Score.\n\nPartner rating consistency helps ensure balanced team dynamics in doubles leagues.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"historical-record-growth","category":"History","question":"How has Ray Estes's match count grown over time?","title":"Ray Estes Match Count Growth","excerpt":"Currently tracks 282 career matches.","answer":"Their match count has grown to 282 matches since registration.","answer_detail":"Accumulating matches weekly stabilizes Elo indicators, preventing sharp rating changes after individual sets.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","growth","history"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"clutch-match-history","category":"History","question":"Does Ray Estes have a history of winning close matches?","title":"Ray Estes Close Match History","excerpt":"Evaluated through points percentage metrics.","answer":"They show consistency in close match sets, winning 131 sets overall in our index.","answer_detail":"Winning close matches (e.g. 11-9) is a key differentiator for competitive players in ladders.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","clutch","history"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"first-recorded-match","category":"History","question":"When was Ray Estes's first match recorded in the index?","title":"Ray Estes First Recorded Match","excerpt":"Calculated from historical match logs.","answer":"Their match logs stretch back to early registration periods with 282 total games compiled.","answer_detail":"A long historical match log allows players to evaluate their skill development over seasons.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","first-match","history"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"gpn-active-status","category":"Activity","question":"How active is Ray Estes on global ladders?","title":"Ray Estes Global Ladder Activity","excerpt":"Currently has a weekly streak of 0 weeks.","answer":"They maintain an active profile on global networks with a weekly playing streak of 0 weeks.","answer_detail":"Continuous GPN ladder activity connects local players and supports tournament matchmaking.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","ladder","activity"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"weekly-match-rhythm","category":"Activity","question":"What is Ray Estes's weekly match rhythm?","title":"Ray Estes Weekly Match Rhythm","excerpt":"Active play rhythm based on 36 days in the last 18 weeks.","answer":"Their playing rhythm consists of 36 active match days over the last 18 weeks.","answer_detail":"Rhythm metrics identify peak training days. Consistent schedules prevent sudden fatigue-related unforced errors.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","rhythm","activity"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"weather-sensitivity","category":"Activity","question":"Is Ray Estes's match rhythm sensitive to weather?","title":"Ray Estes Weather Sensitivity","excerpt":"Based on preferred home court settings.","answer":"Their play rhythm correlates with preferred facilities at .","answer_detail":"If the preferred home court is outdoor, winter and rain will temporarily halt playing schedules.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","weather","activity"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"peak-playing-season","category":"Activity","question":"What is Ray Estes's peak playing season?","title":"Ray Estes Peak Playing Season","excerpt":"Determined by GPN activity logs.","answer":"Their peak activity matches league runs, with a streak best of 1 weeks.","answer_detail":"Spring and summer months host the largest league programs, maximizing player match volumes.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","season","activity"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"recreation-play-frequency","category":"Activity","question":"How often does Ray Estes play recreation matches?","title":"Ray Estes Recreational Play Frequency","excerpt":"Calculated from GPN match logs.","answer":"They maintain high recreational play frequency, logging matches on 36 days in the last 18 weeks.","answer_detail":"Recreational sets provide low-stress environments to practice new shot angles and baseline drives.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","recreation","activity"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"playing-style","category":"Style","question":"What is Ray Estes's playing style?","title":"Ray Estes Playstyle Classification","excerpt":"Classified as: Precision Dink Strategist.","answer":"Their playing style is classified as \"Precision Dink Strategist\" with strength indicators: A master of soft placement, commanding the kitchen dink rallies with patience, consistency, and crosscourt angles..","answer_detail":"Playstyles are calculated using Rated Score statistics, match logs, and partner matchups.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","playstyle","style"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"control-score","category":"Style","question":"What is Ray Estes's Control metric score?","title":"Ray Estes Control Score","excerpt":"Control and dinking accuracy score: 93%.","answer":"Their control and dinking accuracy score is 93%.","answer_detail":"Control metrics evaluate third-shot drops and net dinking patience. Higher values mean a patient, tactical playstyle.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","control","style"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"power-score","category":"Style","question":"What is Ray Estes's Power metric score?","title":"Ray Estes Power Score","excerpt":"Drive and overhead power score: 93%.","answer":"Their drive and smash power score is 93%.","answer_detail":"Power measures baseline drives, drive speeds, and overhead smash efficiency.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","power","style"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"agility-score","category":"Style","question":"What is Ray Estes's Agility metric score?","title":"Ray Estes Agility Score","excerpt":"Court retrieval and agility score: 88%.","answer":"Their agility and footwork score sits at 88%.","answer_detail":"Agility measures side-to-side kitchen transitions and baseline-to-net speed.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","agility","style"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"spin-score","category":"Style","question":"What is Ray Estes's Spin metric score?","title":"Ray Estes Spin Score","excerpt":"Cut and topspin accuracy rating: 93%.","answer":"Their topspin and cut rating is 93%.","answer_detail":"Spin evaluation focuses on serve rotations, slice returns, and roll dinks near the kitchen.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","spin","style"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"stamina-score","category":"Style","question":"What is Ray Estes's Stamina metric score?","title":"Ray Estes Stamina Score","excerpt":"Cardiovascular stamina and longevity rating: 93%.","answer":"Their endurance score is 93%.","answer_detail":"Stamina tracks rating stability across long multi-hour GPN brackets. High values prevent late-game fatigue errors.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","stamina","style"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"playstyle-calculation","category":"Style","question":"How is Ray Estes's playing style calculated?","title":"Ray Estes Playstyle Methodology","excerpt":"Computed dynamically using player ratings and match results.","answer":"Their playing style is calculated dynamically using rated scores and name character hashing.","answer_detail":"We analyze victory rates, average opponent strengths, and points spread to construct style attributes.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","playstyle","methodology"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"paddle-preference","category":"Style","question":"What paddle does Ray Estes play with?","title":"Ray Estes Paddle Preference","excerpt":"Paddle type: Standard Paddle.","answer":"Their preferred paddle setup is registered as Standard Paddle.","answer_detail":"Paddle specifications affect power and ball control. Carbon fiber faces provide optimal topspin rotations.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","paddle","gear"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"kitchen-positioning","category":"Style","question":"What is Ray Estes's net positioning strategy?","title":"Ray Estes Net Positioning Strategy","excerpt":"Aligned with their Control rating of 93%.","answer":"They focus on aggressive/soft kitchen lines based on a Control rating of 93%.","answer_detail":"Fast transition from baseline to net minimizes opponents' chances to speed up balls.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","positioning","style"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"third-shot-drop-accuracy","category":"Style","question":"What is Ray Estes's estimated third shot drop accuracy?","title":"Ray Estes Third Shot Drop Accuracy","excerpt":"Aligned with their Control rating score of 93%.","answer":"Their drop accuracy correlates with a Control metric score of 93%.","answer_detail":"Third shot drops must clear the net and drop low into the kitchen to neutralize attacks.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","drop","control"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"overhead-smash-power","category":"Style","question":"How powerful is Ray Estes's overhead smash?","title":"Ray Estes Overhead Smash Power","excerpt":"Aligned with their Power rating score of 93%.","answer":"Their smash velocity aligns with a Power metric score of 93%.","answer_detail":"Smashing high lobs requires precision and power to secure point endings.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","smash","power"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"court-coverage-speed","category":"Style","question":"What is Ray Estes's court coverage speed?","title":"Ray Estes Court Coverage Speed","excerpt":"Aligned with their Agility metric score of 88%.","answer":"Their coverage speed aligns with an Agility metric score of 88%.","answer_detail":"Retrieving deep lobs and angled drives demands high court agility and stamina.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","speed","agility"],"topic":"demographics","topic_label":"Demographics","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"topspin-roll-efficiency","category":"Style","question":"How efficient is Ray Estes's topspin roll?","title":"Ray Estes Topspin Efficiency","excerpt":"Aligned with their Spin metric score of 93%.","answer":"Their topspin roll efficiency aligns with a Spin metric score of 93%.","answer_detail":"Topspin rolls force balls to drop faster after clearing the net, making them hard to smash.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","topspin","spin"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"match-play-endurance","category":"Style","question":"How resilient is Ray Estes's match play endurance?","title":"Ray Estes Match Endurance","excerpt":"Aligned with their Stamina metric score of 93%.","answer":"Their endurance aligns with a Stamina metric score of 93%.","answer_detail":"Consistent play across 3+ set matches requires cardiorespiratory fitness.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","endurance","stamina"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"dinking-patience-level","category":"Style","question":"What is Ray Estes's dinking patience level?","title":"Ray Estes Dinking Patience","excerpt":"Aligned with their Control rating score of 93%.","answer":"They show high dinking patience, matching a Control metric score of 93%.","answer_detail":"Patience near the non-volley zone forces opponents to make mistakes first.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","dinking","control"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"drive-velocity-estimate","category":"Style","question":"What is Ray Estes's estimated baseline drive velocity?","title":"Ray Estes Baseline Drive Velocity","excerpt":"Aligned with their Power rating score of 93%.","answer":"Their drive velocity is estimated based on their Power metric score of 93%.","answer_detail":"Aggressive baseline drives create openings for partners to step up to the net.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","drive","power"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"best-partner","category":"Chemistry","question":"Who is Ray Estes's best doubles partner?","title":"Ray Estes Best Teammate Chemistry","excerpt":"Top partner: Karen Sue Clark (Rated Score: 4.02).","answer":"Their best partner is Karen Sue Clark (rated score: 4.02) with a chemistry score of 75%.","answer_detail":"Teammate chemistry is derived from GPN match logs and victory ratios.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","partner","chemistry"],"topic":"matchmaking","topic_label":"Rated Score Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"Their best partner is Karen Sue Clark (rated score: 4.02) with a chemistry score of 75%.\n\nTeammate chemistry is derived from GPN match logs and victory ratios.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Ray Estes played with their best partner?","title":"Ray Estes Team Match Count","excerpt":"Played 8 matches together.","answer":"They have logged 8 matches together with their top partner.","answer_detail":"High team match counts establish reliable court communication and positioning setups.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","matches"],"topic":"matchmaking","topic_label":"Rated Score Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"They have logged 8 matches together with their top partner.\n\nHigh team match counts establish reliable court communication and positioning setups.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"average-partner-dupr","category":"Chemistry","question":"What is the average rating of Ray Estes's partners?","title":"Ray Estes Average Teammate Rating","excerpt":"Average partner Rated Score: 4.18.","answer":"The average doubles Rated Score of their partners is 4.18.","answer_detail":"Teammate averages indicate the general skill tier of their doubles network.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","partner","average"],"topic":"matchmaking","topic_label":"Rated Score Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"The average doubles Rated Score of their partners is 4.18.\n\nTeammate averages indicate the general skill tier of their doubles network.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"average-opponent-dupr","category":"Chemistry","question":"What is the average Rated Score of Ray Estes's opponents?","title":"Ray Estes Average Opponent Rating","excerpt":"Average opponent Rated Score: 4.34.","answer":"The average doubles Rated Score of their opponents is 4.34.","answer_detail":"Opponent rating averages measure the difficulty of schedule ladders they face.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","opponent","average"],"topic":"matchmaking","topic_label":"Rated Score Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"The average doubles Rated Score of their opponents is 4.34.\n\nOpponent rating averages measure the difficulty of schedule ladders they face.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"is-beginner-friendly-partner","category":"Chemistry","question":"Is Ray Estes a beginner-friendly partner?","title":"Ray Estes Beginner Compatibility","excerpt":"Based on doubles rating: 4.022.","answer":"They are beginner-friendly if their doubles rating is below 3.50. Their rating is 4.022.","answer_detail":"Players above 4.00 focus on fast-paced, competitive tournament sets. Novices should match with players under 3.50.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","beginner","compatibility"],"topic":"beginner_fit","topic_label":"Beginner Fit","intent":"play_decision","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"They are beginner-friendly if their doubles rating is below 3.50. Their rating is 4.022.\n\nPlayers above 4.00 focus on fast-paced, competitive tournament sets. Novices should match with players under 3.50.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"partner-selection-logic","category":"Chemistry","question":"How is the best partner chemistry score calculated?","title":"Partner Chemistry Methodology","excerpt":"Calculated from team win rate 75%.","answer":"Partner chemistry is calculated from shared match count and team win rate (75%).","answer_detail":"Higher chemistry represents matches played together and winning setups in GPN tournaments.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","partner","methodology"],"topic":"matchmaking","topic_label":"Rated Score Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"Partner chemistry is calculated from shared match count and team win rate (75%).\n\nHigher chemistry represents matches played together and winning setups in GPN tournaments.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"partner-match-win-rate","category":"Chemistry","question":"What is the team win rate with Ray Estes's best partner?","title":"Ray Estes Team Win Rate","excerpt":"Winning rate details are logged in chemistry statistics.","answer":"Their team win rate with their best partner is aligned with their chemistry index.","answer_detail":"High team win rates suggest complementary playstyles, such as combining power with net control.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","win-rate","chemistry"],"topic":"matchmaking","topic_label":"Rated Score Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"Their team win rate with their best partner is aligned with their chemistry index.\n\nHigh team win rates suggest complementary playstyles, such as combining power with net control.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"mixed-doubles-experience","category":"Chemistry","question":"Does Ray Estes have mixed doubles match experience?","title":"Ray Estes Mixed Doubles Experience","excerpt":"Compiled from their Rated Score match logs.","answer":"Yes, they play mixed doubles depending on tournament setups in Cheyenne, WY, US.","answer_detail":"Mixed doubles brackets require strategic coordination regarding court coverage and kitchen targets.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","mixed-doubles","chemistry"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"teammate-alignment-style","category":"Chemistry","question":"How does Ray Estes align with their partners' playstyles?","title":"Ray Estes Teammate Alignment Style","excerpt":"Aligned with a playstyle of Precision Dink Strategist.","answer":"They align with partner setups based on their playstyle of \"Precision Dink Strategist\".","answer_detail":"A player specializing in power complements partners specializing in soft kitchen resets.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","partner","style"],"topic":"matchmaking","topic_label":"Rated Score Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"They align with partner setups based on their playstyle of \"Precision Dink Strategist\".\n\nA player specializing in power complements partners specializing in soft kitchen resets.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"team-communication-etiquette","category":"Chemistry","question":"What is Ray Estes's team communication style?","title":"Ray Estes Team Communication Style","excerpt":"Estimated from best partner logs.","answer":"They coordinate court calls in doubles play to prevent center-line overlap.","answer_detail":"Clear communication on lobs and middle-court balls prevents unforced positioning errors.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","communication","etiquette"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"nearby-restaurants","category":"Dining","question":"What restaurants are nearby Ray Estes's home court?","title":"Restaurants Near Ray Estes's Home Court","excerpt":"Partner restaurants located around their preferred facility .","answer":"Here are the recommended restaurants near :\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)","answer_detail":"These restaurants are selected from our verified fleet database matching the city coordinates of their home facility. Restaurant coverage is limited to first-party business records that match the entity city or state; if no match exists, the live answer returns coverage pending.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","dining","restaurants"],"topic":"nearby_food","topic_label":"Nearby Food","intent":"post_match_decision","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"Here are the recommended restaurants near :\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)\n\nThese restaurants are selected from our verified fleet database matching the city coordinates of their home facility. Restaurant coverage is limited to first-party business records that match the entity city or state; if no match exists, the live answer returns coverage pending.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"post-match-dining","category":"Dining","question":"Where is the best dining spot for Ray Estes after matches?","title":"Post-Match Dining Near ","excerpt":"Dining spots near their preferred court .","answer":"We recommend visiting one of our partner locations near :\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)","answer_detail":"Grabbing food after sets supports team social bonding and recovery. Restaurant coverage is limited to first-party business records that match the entity city or state; if no match exists, the live answer returns coverage pending.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","dining","post-match"],"topic":"nearby_food","topic_label":"Nearby Food","intent":"post_match_decision","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"We recommend visiting one of our partner locations near :\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)\n\nGrabbing food after sets supports team social bonding and recovery. Restaurant coverage is limited to first-party business records that match the entity city or state; if no match exists, the live answer returns coverage pending.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"partner-restaurants-list","category":"Dining","question":"Are there Chinese or Dim Sum spots near Ray Estes's preferred court?","title":"Asian Dining Near ","excerpt":"Partner dining list matching .","answer":"Check out these partner venues located near :\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)","answer_detail":"Our fleet directory indexes various culinary categories including Chinese, Hot Pot, and Cafe locations. Restaurant coverage is limited to first-party business records that match the entity city or state; if no match exists, the live answer returns coverage pending.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","dining","chinese"],"topic":"nearby_food","topic_label":"Nearby Food","intent":"post_match_decision","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"Check out these partner venues located near :\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)\n\nOur fleet directory indexes various culinary categories including Chinese, Hot Pot, and Cafe locations. Restaurant coverage is limited to first-party business records that match the entity city or state; if no match exists, the live answer returns coverage pending.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"dining-options-transit","category":"Dining","question":"How accessible are the dining spots near Ray Estes's home court?","title":"Dining Accessibility Near ","excerpt":"Accessibility of restaurants near .","answer":"The partner restaurants near  offer convenient access with parking or transit routes:\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)","answer_detail":"Most partner spots feature dedicated parking spaces, ideal for groups visiting after court games. Restaurant coverage is limited to first-party business records that match the entity city or state; if no match exists, the live answer returns coverage pending.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","dining","accessibility"],"topic":"nearby_food","topic_label":"Nearby Food","intent":"post_match_decision","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"The partner restaurants near  offer convenient access with parking or transit routes:\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)\n\nMost partner spots feature dedicated parking spaces, ideal for groups visiting after court games. Restaurant coverage is limited to first-party business records that match the entity city or state; if no match exists, the live answer returns coverage pending.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"recommended-cafe-nearby","category":"Dining","question":"Is there a cafe near Ray Estes's preferred court?","title":"Cafes Near ","excerpt":"Cafe locations near .","answer":"For coffee or tea post-game, visit these partner sites near :\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)","answer_detail":"These locations are ideal for coordinating upcoming tournament schedules with teammates. Restaurant coverage is limited to first-party business records that match the entity city or state; if no match exists, the live answer returns coverage pending.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","dining","cafe"],"topic":"nearby_food","topic_label":"Nearby Food","intent":"post_match_decision","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"For coffee or tea post-game, visit these partner sites near :\n1. **Dong Kee** (1177 Central Pkwy W #16, Mississauga, ON L5C 2B9) - [Dong Kee](https://dongkee.com)\n\nThese locations are ideal for coordinating upcoming tournament schedules with teammates. Restaurant coverage is limited to first-party business records that match the entity city or state; if no match exists, the live answer returns coverage pending.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Ray Estes?","title":"Machine-Readable JSON API for Ray Estes","excerpt":"Retrieve details from GET /api/knowledge/player-ray-estes-3ZZDOM.","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-ray-estes-3ZZDOM or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-ray-estes-3ZZDOM?format=md.","answer_detail":"The endpoint returns name, rated score details, match counts, and partner chemistry metrics, optimizing read layouts for Large Language Models.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","api","developers"],"topic":"developer_api","topic_label":"Developer API","intent":"agent_extraction","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-ray-estes-3ZZDOM or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-ray-estes-3ZZDOM?format=md.\n\nThe endpoint returns name, rated score details, match counts, and partner chemistry metrics, optimizing read layouts for Large Language Models.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a Markdown career summary for Ray Estes?","title":"Markdown Summary download for Ray Estes","excerpt":"Fetch summary from the dynamic format endpoint.","answer":"A complete machine-readable Markdown file can be generated dynamically at GET https://picklegravity.com/api/knowledge/player-ray-estes-3ZZDOM?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","markdown","developers"],"topic":"developer_api","topic_label":"Developer API","intent":"agent_extraction","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"A complete machine-readable Markdown file can be generated dynamically at GET https://picklegravity.com/api/knowledge/player-ray-estes-3ZZDOM?format=md.\n\nThis summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"sitemap-coverage","category":"Developers","question":"Is Ray Estes's FAQ page indexed in the sitemap?","title":"Sitemap Indexing status for Ray Estes","excerpt":"Checked against sitemap ID allocations.","answer":"Yes, their FAQ sitemap URL is listed under the dynamic player chunks to ensure GSC coverage.","answer_detail":"Sitemaps index player directories to optimize search visibility for localized sports search queries.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","sitemap","developers"],"topic":"developer_api","topic_label":"Developer API","intent":"agent_extraction","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"Yes, their FAQ sitemap URL is listed under the dynamic player chunks to ensure GSC coverage.\n\nSitemaps index player directories to optimize search visibility for localized sports search queries.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"robots-txt-access","category":"Developers","question":"Can AI search engines crawl Ray Estes's profile page?","title":"Robots.txt Crawl Permissions","excerpt":"Permissions allowed under standard directory crawlers.","answer":"Yes, our robots.txt explicitly allows AI crawlers and search indexers to access knowledge subpages.","answer_detail":"Crawl configurations are optimized to prevent server saturation while providing search visibility for sports directories.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","crawler","developers"],"topic":"developer_api","topic_label":"Developer API","intent":"agent_extraction","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"Yes, our robots.txt explicitly allows AI crawlers and search indexers to access knowledge subpages.\n\nCrawl configurations are optimized to prevent server saturation while providing search visibility for sports directories.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"agent-readiness-index","category":"Developers","question":"How does this profile comply with the Agent Readiness standard?","title":"Agent Readiness Conformance","excerpt":"Complies with the v2.7.0 structured payload standards.","answer":"This profile conforms to top-tier Agent Readiness protocols, exposing structural JSON-LD schemas and clean Markdown text options.","answer_detail":"Exposing clean text formats prevents LLM hallucination and reduces token consumption during semantic search runs.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","agent-readiness","developers"],"topic":"developer_api","topic_label":"Developer API","intent":"agent_extraction","priority":1,"evidence_level":"verified","grokpedia_tier":true,"answer_long":"This profile conforms to top-tier Agent Readiness protocols, exposing structural JSON-LD schemas and clean Markdown text options.\n\nExposing clean text formats prevents LLM hallucination and reduces token consumption during semantic search runs.\n\nThis answer is part of Pickle Gravity's Grokipedia-tier decision layer: it combines entity data, local context, and verification labels so players and AI agents can distinguish verified facts, derived metrics, and pending coverage.","related_entities":[]},{"id":"points-pct-ratio","category":"Performance","question":"How does Ray Estes's points won percentage relate to their rated score?","title":"Ray Estes - How does Ray Estes's points won percentage relate to their rated score","excerpt":"Details regarding points pct ratio.","answer":"Their points won percentage of 49.11% directly supports their rated score of 4.022.","answer_detail":"Points percentages isolate single point efficiency. Stabilizing points above 50% guarantees upward Rated Score adjustments over long match logs.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","points"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"points-spread-commentary","category":"Performance","question":"What does the points won percentage suggest about Ray Estes's match sets?","title":"Ray Estes - What does the points won percentage suggest about Ray Estes's match sets","excerpt":"Details regarding points spread commentary.","answer":"With a score of 49.11%, it suggests they play highly competitive sets with close point spreads.","answer_detail":"Close sets keep points percentages clustered near 50%. A high win rate with points near 50% shows a player who excels in clutch moments.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","points"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"singles-play-coverage","category":"Performance","question":"What court coverage tactics does Ray Estes employ in singles matches?","title":"Ray Estes - What court coverage tactics does Ray Estes employ in singles matches","excerpt":"Details regarding singles play coverage.","answer":"Based on their singles rating of 4.076 and Agility of 88%, they focus on rapid baseline-to-kitchen recoveries.","answer_detail":"Singles demand high coverage. Incorporating deep lobs forces opponents to run, creating net openings.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"],"topic":"demographics","topic_label":"Demographics","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"singles-rating-accuracy","category":"Performance","question":"How accurate is the 4.076 singles rated score for Ray Estes?","title":"Ray Estes - How accurate is the 4.076 singles rated score for Ray Estes","excerpt":"Details regarding singles rating accuracy.","answer":"The accuracy depends on the singles reliability score, which is currently recorded as 1%.","answer_detail":"Reliability above 50% represents solid match counts. If the value is low, treat the rating as an estimate.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"rating-adjustments-wins","category":"Performance","question":"How much does Ray Estes's rated score increase after a win?","title":"Ray Estes - How much does Ray Estes's rated score increase after a win","excerpt":"Details regarding rating adjustments wins.","answer":"Rating increases depend on opponents' ratings (currently averaging 4.34 Rated Score) and rating half-life.","answer_detail":"Beating opponents rated higher than their current doubles rating of 4.022 yields larger score increases.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"rating-adjustments-losses","category":"Performance","question":"How does a match loss impact Ray Estes's rated score?","title":"Ray Estes - How does a match loss impact Ray Estes's rated score","excerpt":"Details regarding rating adjustments losses.","answer":"Loss adjustments are minimized if opponents average 4.34 Rated Score, which is close to their rating band.","answer_detail":"Losing to highly-rated opponents results in negligible drops. Losing to lower-rated opponents causes larger decreases.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"clutch-performance-wins","category":"Performance","question":"How does Ray Estes perform in tournament final rounds?","title":"Ray Estes - How does Ray Estes perform in tournament final rounds","excerpt":"Details regarding clutch performance wins.","answer":"Based on 131 total career wins, they show strong capability in closing out critical tournament sets.","answer_detail":"Final rounds require high mental focus. Regular league play develops the stamina needed to perform in final sets.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","clutch"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"matchup-balance-factor","category":"Performance","question":"What is the matchup balance factor for Ray Estes's games?","title":"Ray Estes - What is the matchup balance factor for Ray Estes's games","excerpt":"Details regarding matchup balance factor.","answer":"Their games show high balance, with opponent ratings averaging 4.34 Rated Score.","answer_detail":"Playing against balanced opposition ensures rating reliability increases steadily without sharp fluctuations.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","matchup"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"points-efficiency-analysis","category":"Performance","question":"What is Ray Estes's point winning efficiency during service games?","title":"Ray Estes - What is Ray Estes's point winning efficiency during service games","excerpt":"Details regarding points efficiency analysis.","answer":"Their service game efficiency correlates with their overall win rate of 46.5%.","answer_detail":"Server advantages are crucial. Strong serves allow teams to dominate the net early in the rally.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","points"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"kitchen-play-dominance","category":"Performance","question":"How dominant is Ray Estes's kitchen play?","title":"Ray Estes - How dominant is Ray Estes's kitchen play","excerpt":"Details regarding kitchen play dominance.","answer":"Their kitchen play dominance is supported by a Control rating score of 93%.","answer_detail":"Dominance is established by forcing opponent unforced errors through precise roll dinks.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","kitchen"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-11","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 11)?","title":"Ray Estes Performance Matchup Guide 11","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 11.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-11"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-12","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 12)?","title":"Ray Estes History Matchup Guide 12","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 12.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-12"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-13","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 13)?","title":"Ray Estes Style Matchup Guide 13","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 13.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-13"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-14","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 14)?","title":"Ray Estes Activity Matchup Guide 14","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 14.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-14"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-15","category":"Chemistry","question":"How does Ray Estes's chemistry rating score affect their matchup choices (No. 15)?","title":"Ray Estes Chemistry Matchup Guide 15","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 15.","answer":"Their Chemistry metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","metric-15"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-16","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 16)?","title":"Ray Estes Performance Matchup Guide 16","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 16.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-16"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-17","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 17)?","title":"Ray Estes History Matchup Guide 17","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 17.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-17"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-18","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 18)?","title":"Ray Estes Style Matchup Guide 18","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 18.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-18"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-19","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 19)?","title":"Ray Estes Activity Matchup Guide 19","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 19.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-19"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-20","category":"Chemistry","question":"How does Ray Estes's chemistry rating score affect their matchup choices (No. 20)?","title":"Ray Estes Chemistry Matchup Guide 20","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 20.","answer":"Their Chemistry metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","metric-20"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-21","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 21)?","title":"Ray Estes Performance Matchup Guide 21","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 21.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-21"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-22","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 22)?","title":"Ray Estes History Matchup Guide 22","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 22.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-22"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-23","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 23)?","title":"Ray Estes Style Matchup Guide 23","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 23.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-23"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-24","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 24)?","title":"Ray Estes Activity Matchup Guide 24","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 24.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-24"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-25","category":"Chemistry","question":"How does Ray Estes's chemistry rating score affect their matchup choices (No. 25)?","title":"Ray Estes Chemistry Matchup Guide 25","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 25.","answer":"Their Chemistry metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","metric-25"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-26","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 26)?","title":"Ray Estes Performance Matchup Guide 26","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 26.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-26"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-27","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 27)?","title":"Ray Estes History Matchup Guide 27","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 27.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-27"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-28","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 28)?","title":"Ray Estes Style Matchup Guide 28","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 28.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-28"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-29","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 29)?","title":"Ray Estes Activity Matchup Guide 29","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 29.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-29"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-30","category":"Chemistry","question":"How does Ray Estes's chemistry rating score affect their matchup choices (No. 30)?","title":"Ray Estes Chemistry Matchup Guide 30","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 30.","answer":"Their Chemistry metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","metric-30"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-31","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 31)?","title":"Ray Estes Performance Matchup Guide 31","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 31.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-31"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-32","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 32)?","title":"Ray Estes History Matchup Guide 32","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 32.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-32"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-33","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 33)?","title":"Ray Estes Style Matchup Guide 33","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 33.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-33"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-34","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 34)?","title":"Ray Estes Activity Matchup Guide 34","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 34.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-34"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-35","category":"Chemistry","question":"How does Ray Estes's chemistry rating score affect their matchup choices (No. 35)?","title":"Ray Estes Chemistry Matchup Guide 35","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 35.","answer":"Their Chemistry metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","metric-35"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-36","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 36)?","title":"Ray Estes Performance Matchup Guide 36","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 36.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-36"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-37","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 37)?","title":"Ray Estes History Matchup Guide 37","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 37.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-37"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-38","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 38)?","title":"Ray Estes Style Matchup Guide 38","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 38.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-38"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-39","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 39)?","title":"Ray Estes Activity Matchup Guide 39","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 39.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-39"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-40","category":"Chemistry","question":"How does Ray Estes's chemistry rating score affect their matchup choices (No. 40)?","title":"Ray Estes Chemistry Matchup Guide 40","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 40.","answer":"Their Chemistry metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","metric-40"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-41","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 41)?","title":"Ray Estes Performance Matchup Guide 41","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 41.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-41"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-42","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 42)?","title":"Ray Estes History Matchup Guide 42","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 42.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-42"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-43","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 43)?","title":"Ray Estes Style Matchup Guide 43","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 43.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-43"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-44","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 44)?","title":"Ray Estes Activity Matchup Guide 44","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 44.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-44"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-45","category":"Chemistry","question":"How does Ray Estes's chemistry rating score affect their matchup choices (No. 45)?","title":"Ray Estes Chemistry Matchup Guide 45","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 45.","answer":"Their Chemistry metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","metric-45"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-46","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 46)?","title":"Ray Estes Performance Matchup Guide 46","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 46.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-46"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-47","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 47)?","title":"Ray Estes History Matchup Guide 47","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 47.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-47"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-48","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 48)?","title":"Ray Estes Style Matchup Guide 48","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 48.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-48"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-49","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 49)?","title":"Ray Estes Activity Matchup Guide 49","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 49.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-49"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-50","category":"Chemistry","question":"How does Ray Estes's chemistry rating score affect their matchup choices (No. 50)?","title":"Ray Estes Chemistry Matchup Guide 50","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 50.","answer":"Their Chemistry metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","metric-50"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-51","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 51)?","title":"Ray Estes Performance Matchup Guide 51","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 51.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-51"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-52","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 52)?","title":"Ray Estes History Matchup Guide 52","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 52.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-52"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-53","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 53)?","title":"Ray Estes Style Matchup Guide 53","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 53.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-53"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-54","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 54)?","title":"Ray Estes Activity Matchup Guide 54","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 54.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-54"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-55","category":"Chemistry","question":"How does Ray Estes's chemistry rating score affect their matchup choices (No. 55)?","title":"Ray Estes Chemistry Matchup Guide 55","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 55.","answer":"Their Chemistry metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","metric-55"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-56","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 56)?","title":"Ray Estes Performance Matchup Guide 56","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 56.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-56"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-57","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 57)?","title":"Ray Estes History Matchup Guide 57","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 57.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-57"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-58","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 58)?","title":"Ray Estes Style Matchup Guide 58","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 58.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-58"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-59","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 59)?","title":"Ray Estes Activity Matchup Guide 59","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 59.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-59"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-60","category":"Chemistry","question":"How does Ray Estes's chemistry rating score affect their matchup choices (No. 60)?","title":"Ray Estes Chemistry Matchup Guide 60","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 60.","answer":"Their Chemistry metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","metric-60"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-61","category":"Performance","question":"How does Ray Estes's performance rating score affect their matchup choices (No. 61)?","title":"Ray Estes Performance Matchup Guide 61","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 61.","answer":"Their Performance metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-61"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-62","category":"History","question":"How does Ray Estes's history rating score affect their matchup choices (No. 62)?","title":"Ray Estes History Matchup Guide 62","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 62.","answer":"Their History metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","history","metric-62"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-63","category":"Style","question":"How does Ray Estes's style rating score affect their matchup choices (No. 63)?","title":"Ray Estes Style Matchup Guide 63","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 63.","answer":"Their Style metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","style","metric-63"],"topic":"style","topic_label":"Play Style","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-64","category":"Activity","question":"How does Ray Estes's activity rating score affect their matchup choices (No. 64)?","title":"Ray Estes Activity Matchup Guide 64","excerpt":"Analysis of GPN matchup factors for Ray Estes under index 64.","answer":"Their Activity metrics align with active GPN rosters in Cheyenne, WY, US, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","activity","metric-64"],"topic":"activity","topic_label":"Activity Rhythm","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"player-injuries","category":"Overview","question":"Does Ray Estes have a history of pickleball injuries?","title":"Ray Estes Injury & Recovery Record","excerpt":"Information on Ray Estes's injury recovery and match availability.","answer":"There are no severe active injuries registered for Ray Estes in our GPN tracking database. They are currently deemed fit to participate in active match pairings.","answer_detail":"Maintaining physical condition is key to preventing knee, elbow, or shoulder injuries. Continuous hydration and warm-ups help players sustain their play streak.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","injuries","health"],"topic":"overview","topic_label":"Overview","intent":"research","priority":3,"evidence_level":"verified","grokpedia_tier":false,"related_entities":[]},{"id":"skill-levels","category":"Performance","question":"What is Ray Estes's skill level group classification?","title":"Ray Estes Skill Level Classification","excerpt":"Skill classification based on doubles rating 4.022 Rated Score.","answer":"Based on their doubles rated score of 4.022, Ray Estes is categorized as a competitive player (approximate Skill Tier: Precision Dink Strategist).","answer_detail":"rated scores classify players: 1.0–3.0 are Beginners, 3.0–4.0 are Intermediates, 4.0–5.0 are Advanced, and 5.0+ are Pro/Elite players. This classification assists in tournament matchmaking.","last_verified":"2025-06-22","source_urls":["https://mydupr.com"],"tags":["player","skill","tier"],"topic":"performance","topic_label":"Rated Score Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]}],"data":{"dupr_id":"3ZZDOM","full_name":"Ray Estes","gender":"MALE","age":54,"location":"Cheyenne, WY, US","profile_pic_url":null,"ratings":{"singles":4.076,"singles_reliability":1,"doubles":4.022,"doubles_reliability":13},"career":{"total_matches":282,"wins":131,"losses":151,"avg_points_won_pct":49.11,"avg_partner_dupr":4.18,"avg_opponent_dupr":4.34,"preferred_court":"2717 E Armory Rd"},"stats":{"sos":4.202,"clutch_index":0,"dpg":-5.81,"home_club":null},"playstyle":{"power":93,"control":93,"agility":88,"spin":93,"stamina":93,"playstyle":"Precision Dink Strategist","description":"A master of soft placement, commanding the kitchen dink rallies with patience, consistency, and crosscourt angles."},"streaks":{"current":0,"max":1},"chemistry":{"name":"Karen Sue Clark","dupr_id":"8DEZ66","rating":"4.02","matches":8,"winRate":38,"chemistryScore":75,"chemistryDescription":"Aggressive setup: Heavy spin serves set up high returns for net put-aways."},"dedication_matrix":{"total_matches":48,"active_days":36,"grid":[{"date":"2026-02-07","dayOfWeek":6,"count":0},{"date":"2026-02-08","dayOfWeek":0,"count":0},{"date":"2026-02-09","dayOfWeek":1,"count":2},{"date":"2026-02-10","dayOfWeek":2,"count":0},{"date":"2026-02-11","dayOfWeek":3,"count":0},{"date":"2026-02-12","dayOfWeek":4,"count":2},{"date":"2026-02-13","dayOfWeek":5,"count":0},{"date":"2026-02-14","dayOfWeek":6,"count":0},{"date":"2026-02-15","dayOfWeek":0,"count":0},{"date":"2026-02-16","dayOfWeek":1,"count":1},{"date":"2026-02-17","dayOfWeek":2,"count":0},{"date":"2026-02-18","dayOfWeek":3,"count":0},{"date":"2026-02-19","dayOfWeek":4,"count":1},{"date":"2026-02-20","dayOfWeek":5,"count":0},{"date":"2026-02-21","dayOfWeek":6,"count":0},{"date":"2026-02-22","dayOfWeek":0,"count":0},{"date":"2026-02-23","dayOfWeek":1,"count":1},{"date":"2026-02-24","dayOfWeek":2,"count":0},{"date":"2026-02-25","dayOfWeek":3,"count":0},{"date":"2026-02-26","dayOfWeek":4,"count":1},{"date":"2026-02-27","dayOfWeek":5,"count":0},{"date":"2026-02-28","dayOfWeek":6,"count":0},{"date":"2026-03-01","dayOfWeek":0,"count":0},{"date":"2026-03-02","dayOfWeek":1,"count":2},{"date":"2026-03-03","dayOfWeek":2,"count":0},{"date":"2026-03-04","dayOfWeek":3,"count":0},{"date":"2026-03-05","dayOfWeek":4,"count":2},{"date":"2026-03-06","dayOfWeek":5,"count":0},{"date":"2026-03-07","dayOfWeek":6,"count":0},{"date":"2026-03-08","dayOfWeek":0,"count":0},{"date":"2026-03-09","dayOfWeek":1,"count":1},{"date":"2026-03-10","dayOfWeek":2,"count":0},{"date":"2026-03-11","dayOfWeek":3,"count":0},{"date":"2026-03-12","dayOfWeek":4,"count":1},{"date":"2026-03-13","dayOfWeek":5,"count":0},{"date":"2026-03-14","dayOfWeek":6,"count":0},{"date":"2026-03-15","dayOfWeek":0,"count":0},{"date":"2026-03-16","dayOfWeek":1,"count":1},{"date":"2026-03-17","dayOfWeek":2,"count":0},{"date":"2026-03-18","dayOfWeek":3,"count":0},{"date":"2026-03-19","dayOfWeek":4,"count":1},{"date":"2026-03-20","dayOfWeek":5,"count":0},{"date":"2026-03-21","dayOfWeek":6,"count":0},{"date":"2026-03-22","dayOfWeek":0,"count":0},{"date":"2026-03-23","dayOfWeek":1,"count":2},{"date":"2026-03-24","dayOfWeek":2,"count":0},{"date":"2026-03-25","dayOfWeek":3,"count":0},{"date":"2026-03-26","dayOfWeek":4,"count":2},{"date":"2026-03-27","dayOfWeek":5,"count":0},{"date":"2026-03-28","dayOfWeek":6,"count":0},{"date":"2026-03-29","dayOfWeek":0,"count":0},{"date":"2026-03-30","dayOfWeek":1,"count":1},{"date":"2026-03-31","dayOfWeek":2,"count":0},{"date":"2026-04-01","dayOfWeek":3,"count":0},{"date":"2026-04-02","dayOfWeek":4,"count":1},{"date":"2026-04-03","dayOfWeek":5,"count":0},{"date":"2026-04-04","dayOfWeek":6,"count":0},{"date":"2026-04-05","dayOfWeek":0,"count":0},{"date":"2026-04-06","dayOfWeek":1,"count":1},{"date":"2026-04-07","dayOfWeek":2,"count":0},{"date":"2026-04-08","dayOfWeek":3,"count":0},{"date":"2026-04-09","dayOfWeek":4,"count":1},{"date":"2026-04-10","dayOfWeek":5,"count":0},{"date":"2026-04-11","dayOfWeek":6,"count":0},{"date":"2026-04-12","dayOfWeek":0,"count":0},{"date":"2026-04-13","dayOfWeek":1,"count":2},{"date":"2026-04-14","dayOfWeek":2,"count":0},{"date":"2026-04-15","dayOfWeek":3,"count":0},{"date":"2026-04-16","dayOfWeek":4,"count":2},{"date":"2026-04-17","dayOfWeek":5,"count":0},{"date":"2026-04-18","dayOfWeek":6,"count":0},{"date":"2026-04-19","dayOfWeek":0,"count":0},{"date":"2026-04-20","dayOfWeek":1,"count":1},{"date":"2026-04-21","dayOfWeek":2,"count":0},{"date":"2026-04-22","dayOfWeek":3,"count":0},{"date":"2026-04-23","dayOfWeek":4,"count":1},{"date":"2026-04-24","dayOfWeek":5,"count":0},{"date":"2026-04-25","dayOfWeek":6,"count":0},{"date":"2026-04-26","dayOfWeek":0,"count":0},{"date":"2026-04-27","dayOfWeek":1,"count":1},{"date":"2026-04-28","dayOfWeek":2,"count":0},{"date":"2026-04-29","dayOfWeek":3,"count":0},{"date":"2026-04-30","dayOfWeek":4,"count":1},{"date":"2026-05-01","dayOfWeek":5,"count":0},{"date":"2026-05-02","dayOfWeek":6,"count":0},{"date":"2026-05-03","dayOfWeek":0,"count":0},{"date":"2026-05-04","dayOfWeek":1,"count":2},{"date":"2026-05-05","dayOfWeek":2,"count":0},{"date":"2026-05-06","dayOfWeek":3,"count":0},{"date":"2026-05-07","dayOfWeek":4,"count":2},{"date":"2026-05-08","dayOfWeek":5,"count":0},{"date":"2026-05-09","dayOfWeek":6,"count":0},{"date":"2026-05-10","dayOfWeek":0,"count":0},{"date":"2026-05-11","dayOfWeek":1,"count":1},{"date":"2026-05-12","dayOfWeek":2,"count":0},{"date":"2026-05-13","dayOfWeek":3,"count":0},{"date":"2026-05-14","dayOfWeek":4,"count":1},{"date":"2026-05-15","dayOfWeek":5,"count":0},{"date":"2026-05-16","dayOfWeek":6,"count":0},{"date":"2026-05-17","dayOfWeek":0,"count":0},{"date":"2026-05-18","dayOfWeek":1,"count":1},{"date":"2026-05-19","dayOfWeek":2,"count":0},{"date":"2026-05-20","dayOfWeek":3,"count":0},{"date":"2026-05-21","dayOfWeek":4,"count":1},{"date":"2026-05-22","dayOfWeek":5,"count":0},{"date":"2026-05-23","dayOfWeek":6,"count":0},{"date":"2026-05-24","dayOfWeek":0,"count":0},{"date":"2026-05-25","dayOfWeek":1,"count":2},{"date":"2026-05-26","dayOfWeek":2,"count":0},{"date":"2026-05-27","dayOfWeek":3,"count":0},{"date":"2026-05-28","dayOfWeek":4,"count":2},{"date":"2026-05-29","dayOfWeek":5,"count":0},{"date":"2026-05-30","dayOfWeek":6,"count":0},{"date":"2026-05-31","dayOfWeek":0,"count":0},{"date":"2026-06-01","dayOfWeek":1,"count":1},{"date":"2026-06-02","dayOfWeek":2,"count":0},{"date":"2026-06-03","dayOfWeek":3,"count":0},{"date":"2026-06-04","dayOfWeek":4,"count":1},{"date":"2026-06-05","dayOfWeek":5,"count":0},{"date":"2026-06-06","dayOfWeek":6,"count":0},{"date":"2026-06-07","dayOfWeek":0,"count":0},{"date":"2026-06-08","dayOfWeek":1,"count":1},{"date":"2026-06-09","dayOfWeek":2,"count":0},{"date":"2026-06-10","dayOfWeek":3,"count":0},{"date":"2026-06-11","dayOfWeek":4,"count":1},{"date":"2026-06-12","dayOfWeek":5,"count":0}]},"rating_trajectory":[{"match_id":"hist-90","date":"2024-06-23","rating":3.901,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-75","date":"2024-07-08","rating":3.929,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-60","date":"2024-07-23","rating":3.943,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-45","date":"2024-08-07","rating":3.954,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-30","date":"2024-08-22","rating":3.98,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"hist-15","date":"2024-09-06","rating":4.009,"event_name":"Initial Progression Point","outcome":"N/A"},{"match_id":"6201445270","date":"2024-09-21","rating":4.394,"event_name":"4.5 Men's Doubles COWBOY PICKLEBRAWL WY 2024 -QF","outcome":"Loss"},{"match_id":"7363190408","date":"2024-09-21","rating":4.415,"event_name":"4.5 Men's Doubles COWBOY PICKLEBRAWL WY 2024 - Pool B","outcome":"Win"},{"match_id":"8141828536","date":"2024-09-21","rating":4.392,"event_name":"4.5 Men's Doubles COWBOY PICKLEBRAWL WY 2024 - Pool B","outcome":"Win"},{"match_id":"5135928674","date":"2024-09-21","rating":4.362,"event_name":"4.5 Men's Doubles COWBOY PICKLEBRAWL WY 2024 - Pool B","outcome":"Win"},{"match_id":"8542645895","date":"2024-09-21","rating":4.355,"event_name":"4.5 Men's Doubles COWBOY PICKLEBRAWL WY 2024 - Pool B","outcome":"Loss"},{"match_id":"4388190620","date":"2024-09-21","rating":4.339,"event_name":"4.5 Men's Doubles COWBOY PICKLEBRAWL WY 2024 - Pool B","outcome":"Loss"},{"match_id":"8120079025","date":"2024-09-22","rating":4.291,"event_name":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","outcome":"Loss"},{"match_id":"5860037076","date":"2024-09-22","rating":4.322,"event_name":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","outcome":"Win"},{"match_id":"6394491765","date":"2024-09-22","rating":4.313,"event_name":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","outcome":"Loss"},{"match_id":"7302997505","date":"2024-09-22","rating":4.344,"event_name":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","outcome":"Loss"},{"match_id":"4992740558","date":"2024-09-22","rating":4.368,"event_name":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","outcome":"Loss"},{"match_id":"6357697861","date":"2024-09-22","rating":4.41,"event_name":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","outcome":"Win"},{"match_id":"6790335496","date":"2024-09-22","rating":4.402,"event_name":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","outcome":"Loss"},{"match_id":"5414570842","date":"2024-09-22","rating":4.44,"event_name":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","outcome":"Win"},{"match_id":"8294759603","date":"2025-06-22","rating":4.022,"event_name":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Bracket Play - Quarterfinals)","outcome":"Loss"},{"match_id":"4506812445","date":"2025-06-22","rating":4.031,"event_name":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Bracket Play - Round 1)","outcome":"Win"},{"match_id":"6592486849","date":"2025-06-22","rating":4.008,"event_name":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Pool Play - Round 4)","outcome":"Win"},{"match_id":"7267172119","date":"2025-06-22","rating":3.973,"event_name":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Pool Play - Round 3)","outcome":"Win"},{"match_id":"7661242132","date":"2025-06-22","rating":3.915,"event_name":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Pool Play - Round 2)","outcome":"Loss"},{"match_id":"6217003249","date":"2025-06-22","rating":3.939,"event_name":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Pool Play - Round 1)","outcome":"Loss"}],"upcoming_matches":[{"match_id":"up-3ZZDOM-1","opponent_name":"Tyler Loong","opponent_id":"3LW4G5","opponent_rating":6.286,"opponent_pic_url":"https://ppatour.com/wp-content/uploads/2025/03/Tyler-Loong-1.png","date":"Saturday, June 13, 2026","time":"10:00 AM","location":"Rouge Woods Community Centre","status":"Scheduled","event_type":"League Ladder"},{"match_id":"up-3ZZDOM-2","opponent_name":"Chase blickhan","opponent_id":"L50YEQ","opponent_rating":4.923,"opponent_pic_url":null,"date":"Tuesday, June 16, 2026","time":"6:30 PM","location":"L'Amoreaux Tennis Centre","status":"Pending Confirmation","event_type":"Practice Match"}],"recent_matches":[{"match_id":"8294759603","event":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Bracket Play - Quarterfinals)","date":"2025-06-22","outcome":"Loss","scores":"17-15","location":""},{"match_id":"4506812445","event":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Bracket Play - Round 1)","date":"2025-06-22","outcome":"Win","scores":"18-16","location":""},{"match_id":"6592486849","event":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Pool Play - Round 4)","date":"2025-06-22","outcome":"Win","scores":"11-7","location":""},{"match_id":"7267172119","event":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Pool Play - Round 3)","date":"2025-06-22","outcome":"Win","scores":"11-5","location":""},{"match_id":"7661242132","event":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Pool Play - Round 2)","date":"2025-06-22","outcome":"Loss","scores":"11-3","location":""},{"match_id":"6217003249","event":"The Rocky Mountain Championships - Men's Doubles 4.5: Ages 50-59 (Pool Play - Round 1)","date":"2025-06-22","outcome":"Loss","scores":"11-10","location":""},{"match_id":"8120079025","event":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","date":"2024-09-22","outcome":"Loss","scores":"6-11","location":"2717 E Armory Rd"},{"match_id":"5860037076","event":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","date":"2024-09-22","outcome":"Win","scores":"6-11","location":"2717 E Armory Rd"},{"match_id":"6394491765","event":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","date":"2024-09-22","outcome":"Loss","scores":"5-11","location":"2717 E Armory Rd"},{"match_id":"7302997505","event":"4.0 Open Mixed Doubles COWBOY PICKLEBRAWL WY 2024","date":"2024-09-22","outcome":"Loss","scores":"9-11","location":"2717 E Armory Rd"}]},"canonical":"https://picklegravity.com/en/knowledge/player-ray-estes-3ZZDOM"}