{"version":"2.7.0","id":"player-patch-heard-3PWWX1","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Patch Heard?","title":"Patch Heard Profile & Background","excerpt":"Patch Heard is an active pickleball player registered under DUPR ID 3PWWX1.","answer":"Patch Heard is an active pickleball player registered in the Pickle Gravity database with DUPR ID 3PWWX1. They reside and play matches in Ocean Springs, MS, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Patch Heard maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"],"last_verified":"2026-05-24"},{"id":"dupr-id","category":"Registry","question":"What is Patch Heard's DUPR ID?","title":"Patch Heard DUPR Identification Key","excerpt":"The unique DUPR identification key for Patch Heard is 3PWWX1.","answer":"Their unique DUPR ID is 3PWWX1. 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 DUPR-sanctioned events.","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"],"last_verified":"2026-05-24"},{"id":"doubles-rating","category":"Performance","question":"What is Patch Heard's doubles DUPR rating?","title":"Patch Heard Doubles Rating","excerpt":"Patch Heard's doubles DUPR rating is 4.547 with 100% reliability.","answer":"Their doubles DUPR rating is 4.547, verified with a reliability factor of 100%.","answer_detail":"This rating reflects their level in doubles matchups. Reliability values above 50% indicate consistent recent match participation. Ratings adjust dynamically as new scores are recorded.","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"],"last_verified":"2026-05-24"},{"id":"singles-rating","category":"Performance","question":"What is Patch Heard's singles DUPR rating?","title":"Patch Heard Singles Rating","excerpt":"Patch Heard's singles DUPR rating is 4.442 with 94% reliability.","answer":"Their singles DUPR rating is 4.442, verified with a reliability factor of 94%.","answer_detail":"Singles matches require high coverage and speed. Their rating of 4.442 is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2026-05-24"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Patch Heard played?","title":"Patch Heard Match Count","excerpt":"Patch Heard has played a total of 109 matches in our tracked index.","answer":"In our database, Patch Heard has played a total of 109 matches.","answer_detail":"This match count represents both competitive and recreational sets submitted to GPN and DUPR. A larger match history indicates a mature, stable rating indicator.","source_urls":["https://mydupr.com","https://globalpickleball.network"],"tags":["player","matches","history"],"last_verified":"2026-05-24"},{"id":"match-record","category":"Performance","question":"What is Patch Heard's match record (Wins / Losses)?","title":"Patch Heard Win-Loss Record","excerpt":"Patch Heard has 77 wins and 32 losses, representing a 70.6% win rate.","answer":"Their record is 77 Wins and 32 Losses, yielding an overall win rate of 70.6%.","answer_detail":"This ratio reflects their competitive consistency. Wins and losses are aggregated across doubles and singles matches recorded in our SQLite database.","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"],"last_verified":"2026-05-24"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Patch Heard?","title":"Patch Heard Points Won Percentage","excerpt":"Patch Heard wins on average 59.28% of points per set.","answer":"On average, they win 59.28% of points in their played match sets.","answer_detail":"This is a micro-performance metric. Standardizing points won helps analyze performance quality even in close loss scenarios where set outcomes do not favor the player.","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"],"last_verified":"2026-05-24"},{"id":"playing-style","category":"Style","question":"What is Patch Heard's playing style?","title":"Patch Heard Playstyle Analysis","excerpt":"Classified as All-Court Defensive Wall: An outstanding defensive asset capable of recovering difficult angles and resetting fast speed-ups back into the kitchen.","answer":"Their playstyle is classified as \"All-Court Defensive Wall\". Strength indicators: An outstanding defensive asset capable of recovering difficult angles and resetting fast speed-ups back into the kitchen..","answer_detail":"This playstyle assessment is computed algorithmically based on match history patterns, rating volatility, and partner setups.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","overview"],"last_verified":"2026-05-24"},{"id":"control-score","category":"Style","question":"What is Patch Heard's Control metric score?","title":"Patch Heard Control Score","excerpt":"Their control and dinking accuracy score is 72%.","answer":"Their control and dinking accuracy score is 72%.","answer_detail":"The control rating assesses third-shot drop precision, kitchen control, and defensive reset capacity. Higher percentages indicate a patient, tactical player.","source_urls":["https://picklegravity.com"],"tags":["player","control","style"],"last_verified":"2026-05-24"},{"id":"power-score","category":"Style","question":"What is Patch Heard's Power metric score?","title":"Patch Heard Power Score","excerpt":"Their drive and overhead power score is 67%.","answer":"Their drive and overhead power score is 67%.","answer_detail":"Power represents their speed-up frequency, drive velocity, and overhead smash efficiency. High power is common in baseline-aggressive players.","source_urls":["https://picklegravity.com"],"tags":["player","power","style"],"last_verified":"2026-05-24"},{"id":"agility-score","category":"Style","question":"What is Patch Heard's Agility metric score?","title":"Patch Heard Agility Score","excerpt":"Their court coverage and agility rating is 82%.","answer":"Their court coverage and agility rating is 82%.","answer_detail":"Agility measures court retrieval, side-to-side transitions, and footwork efficiency during high-speed exchanges near the kitchen line.","source_urls":["https://picklegravity.com"],"tags":["player","agility","style"],"last_verified":"2026-05-24"},{"id":"spin-score","category":"Style","question":"What is Patch Heard's Spin metric score?","title":"Patch Heard Spin Score","excerpt":"Their cut and topspin accuracy metric is 77%.","answer":"Their cut and topspin accuracy metric is 77%.","answer_detail":"Spin evaluation focuses on serve rotations, backspin dinks, and slice returns. Spin accuracy forces off-center hits and errors from opponents.","source_urls":["https://picklegravity.com"],"tags":["player","spin","style"],"last_verified":"2026-05-24"},{"id":"stamina-score","category":"Style","question":"What is Patch Heard's Stamina metric score?","title":"Patch Heard Stamina Score","excerpt":"Their stamina and longevity score is 67%.","answer":"Their cardiovascular stamina and longevity score is 67%.","answer_detail":"Stamina evaluates rating stability across long multi-set match schedules. High stamina prevents unforced errors in third-hour sets.","source_urls":["https://picklegravity.com"],"tags":["player","stamina","style"],"last_verified":"2026-05-24"},{"id":"weekly-streak","category":"Activity","question":"What is Patch Heard's weekly streak on GPN?","title":"Patch Heard GPN Weekly Activity Streak","excerpt":"Currently played 0 consecutive weeks. Max streak: 2 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time personal best is 2 consecutive weeks.","answer_detail":"Weekly streaks are compiled from matches recorded in our index. This shows dedication to active tournament ladders and community play.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","activity"],"last_verified":"2026-05-24"},{"id":"best-partner","category":"Chemistry","question":"Who is Patch Heard's best doubles partner?","title":"Patch Heard Best Partner","excerpt":"Tiff Parker (DUPR 4.24) is their top partner.","answer":"Tiff Parker (DUPR 4.24) is their top partner, with a chemistry score of 81%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Tactical balance: Poaching configurations complement deep baseline resets.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-05-24"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Patch Heard played with their best partner?","title":"Patch Heard Matches with Best Teammate","excerpt":"They have played 10 matches together, winning 100%.","answer":"They have played 10 matches together, winning 100% of them.","answer_detail":"This indicates an established team configuration. High match count and high win rates suggest optimal tactical positioning and partner compatibility.","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-05-24"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Patch Heard's partners?","title":"Patch Heard Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 4.53.","answer":"The average rating of their doubles partners is 4.53.","answer_detail":"This average measures the general skill tier of their teammates. Playing with partners in a similar rating band ensures competitive alignment.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","partner"],"last_verified":"2026-05-24"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Patch Heard's opponents?","title":"Patch Heard Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 4.39.","answer":"The average rating of their doubles opponents is 4.39.","answer_detail":"This shows the level of competition they face. An average opponent DUPR close to the player's rating indicates balanced, fair matchmaking in tournaments.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","opponent"],"last_verified":"2026-05-24"},{"id":"rating-half-life","category":"Registry","question":"What is Patch Heard's rating half-life?","title":"Patch Heard DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 38 days.","answer":"Their DUPR rating half-life is 38 days, indicating their rating stability.","answer_detail":"Rating half-life determines how rapidly old sets lose weight in DUPR calculations. Shorter half-lives mean recent matches affect the score faster, whereas longer values indicate stable rankings.","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"],"last_verified":"2026-05-24"},{"id":"preferred-court","category":"Activity","question":"Where is Patch Heard's preferred home court facility?","title":"Patch Heard Preferred Home Court","excerpt":"Their preferred facility for matches is Biloxi, MS.","answer":"Their preferred facility for matches is Biloxi, MS.","answer_detail":"Preferred courts are determined by the location coordinates linked to their historical matches. Plays are centered primarily around this court network.","source_urls":["https://globalpickleball.network"],"tags":["player","court","preferred"],"last_verified":"2026-05-24"},{"id":"weeks-active","category":"Activity","question":"How active has Patch Heard been in the last 18 weeks?","title":"Patch Heard Recent Activity Frequency","excerpt":"They have active match logs on 39 days in the last 18 weeks.","answer":"They have active match logs on 39 separate days in the last 18 weeks.","answer_detail":"This shows recent competition frequency. Regular weekly activity ensures ratings remain valid and reliable in league ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","activity","frequency"],"last_verified":"2026-05-24"},{"id":"gender-status","category":"Registry","question":"Is Patch Heard male or female?","title":"Patch Heard Gender Classification","excerpt":"Registered gender is MALE.","answer":"Their gender is recorded as MALE.","answer_detail":"Gender groups are used for mixed-doubles brackets and single-gender ladders. This column helps organize tournament fixtures correctly.","source_urls":["https://mydupr.com"],"tags":["player","gender","profile"],"last_verified":"2026-05-24"},{"id":"age-bracket","category":"Registry","question":"What is Patch Heard's age?","title":"Patch Heard Age & Birth Year","excerpt":"Recorded as 23 years (approximate birth year: 2003).","answer":"Their age is recorded as 23 years (approximate birth year: 2003).","answer_detail":"Age classifications group players into Senior (50+), Adult (19+), or Junior classes for fair competitive brackets in GPN tournaments.","source_urls":["https://mydupr.com"],"tags":["player","age","profile"],"last_verified":"2026-05-24"},{"id":"last-verified","category":"Registry","question":"When was Patch Heard's record last updated?","title":"Patch Heard Profile Last Verified Date","excerpt":"Last verified on 2026-05-24.","answer":"Their DUPR rating and career stats were last verified on 2026-05-24.","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.","source_urls":["https://picklegravity.com"],"tags":["player","metadata","verification"],"last_verified":"2026-05-24"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Patch Heard?","title":"Patch Heard Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-patch-heard-3PWWX1","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-patch-heard-3PWWX1 or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-patch-heard-3PWWX1?format=md.","answer_detail":"The endpoint returns name, DUPR rating details, match counts, and partner chemistry metrics, optimizing read layouts for Large Language Models.","source_urls":["https://picklegravity.com"],"tags":["player","api","developers"],"last_verified":"2026-05-24"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Patch Heard play singles or doubles more frequently?","title":"Patch Heard Game Type Focus","excerpt":"Based on ratings, they show a doubles focus.","answer":"Based on rating reliability and active histories, they have a doubles focus (reliability 100%).","answer_detail":"Doubles matches are much more common in community pickleball networks. A higher reliability rating in doubles shows they dedicate more tournament sets to team play.","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"],"last_verified":"2026-05-24"},{"id":"rating-tier","category":"Performance","question":"How does Patch Heard's doubles DUPR compare to the average player?","title":"Patch Heard Rating Percentile Tier","excerpt":"With rating 4.547, they rank in the Elite tier.","answer":"With a doubles rating of 4.547, they perform in the top 5% (Elite) tier of community players.","answer_detail":"The average recreation player doubles DUPR sits around 3.10 - 3.40. Ratings exceeding 4.00 represent competitive tournament-level skill with strong dinking, fast hands, and strategy.","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"],"last_verified":"2026-05-24"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 100% doubles reliability score?","title":"Patch Heard Reliability Significance","excerpt":"Reliability measures the density and recency of matches.","answer":"The reliability score represents rating accuracy. High scores (above 50%) indicate a dense match log, while low scores suggest a rating calculated from a small sample of sets.","answer_detail":"As players play more sets, DUPR gains confidence in their rating. A score of 100% means the player has extensive recent match data.","source_urls":["https://mydupr.com"],"tags":["player","reliability","metrics"],"last_verified":"2026-05-24"},{"id":"rating-stability","category":"Registry","question":"How stable is Patch Heard's doubles rating over time?","title":"Patch Heard Rating Volatility","excerpt":"Stable profile based on half-life of 38 days.","answer":"With a rating half-life of 38 days, their rating adjusts slower/faster based on match frequency, providing a balanced snapshot of their current form.","answer_detail":"Rating volatility measures how much a rating swings after a single win or loss. Active players see steadier adjustments.","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"],"last_verified":"2026-05-24"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Patch Heard perform best in?","title":"Patch Heard Matchup Optimization","excerpt":"Excels in balanced configurations matching their partner chemistry.","answer":"They excel in matchups where their partner's DUPR matches or exceeds their own, as shown by their partner chemistry record.","answer_detail":"Analyzing their wins reveals they have high success rates in structured team layouts, utilizing court spacing and kitchen coverage.","source_urls":["https://picklegravity.com"],"tags":["player","matchmaking","matchups"],"last_verified":"2026-05-24"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Patch Heard?","title":"Patch Heard Profile Recalculation","excerpt":"Updates sync automatically from DUPR and GPN registries.","answer":"All player records are synchronized weekly with upstream databases. Rating updates will propagate automatically during the next synchronization run.","answer_detail":"If a DUPR profile was recently updated or merged, the change will update on Pickle Gravity after the weekly crawler sweeps the player registry.","source_urls":["https://picklegravity.com"],"tags":["player","recalculation","sync"],"last_verified":"2026-05-24"},{"id":"upcoming-leagues","category":"Activity","question":"Is Patch Heard registered for any upcoming local leagues or ladders?","title":"Patch Heard League Registration Status","excerpt":"Check scheduled matches on their parent details page.","answer":"Yes, they have scheduled matches in local leagues. Check the main player profile detail view for the latest upcoming matchup schedules.","answer_detail":"Matches are updated dynamically from network schedules. Visit the details page to view opponents, match dates, and locations.","source_urls":["https://globalpickleball.network"],"tags":["player","leagues","ladders"],"last_verified":"2026-05-24"},{"id":"high-win-streak","category":"Activity","question":"Does Patch Heard have a high win-streak history?","title":"Patch Heard Win Streaks","excerpt":"Active match logs span a 0-week streak.","answer":"They have active match logs spanning a 0-week streak, demonstrating consistent tournament and recreation play over recent months.","answer_detail":"A continuous streak indicates a healthy playing routine. Max career streak recorded is 2 consecutive weeks.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","wins"],"last_verified":"2026-05-24"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Patch Heard has faced?","title":"Patch Heard Toughest Opponents","excerpt":"Opponent DUPR averages around 4.39.","answer":"Their average opponent DUPR is 4.39, meaning they frequently play against competitive opposition in this range.","answer_detail":"Facing higher-rated opponents helps accelerate rating increases. Matches played against advanced players yield more rating points on victory.","source_urls":["https://mydupr.com"],"tags":["player","opponent","matchmaking"],"last_verified":"2026-05-24"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Patch Heard associated with?","title":"Patch Heard GPN Networks","excerpt":"Plays in networks located around Ocean Springs, MS, US.","answer":"They play in leagues and networks located around Ocean Springs, MS, US. Specific GPN club rosters are listed on the parent detail page.","answer_detail":"Network affiliations connect players to local court sites. These rosters are synced to capture regional ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","networks","gpn"],"last_verified":"2026-05-24"},{"id":"preferred-court-surface","category":"Activity","question":"What is Patch Heard's preferred court surface for matches?","title":"Patch Heard Court Surface Preference","excerpt":"Active matches hosted at Biloxi, MS featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at Biloxi, MS, which features standard outdoor/indoor court surfaces.","answer_detail":"Surface material affects ball spin and bounce height. Standard acrylic courts offer optimal traction compared to temporary asphalt surfaces.","source_urls":["https://globalpickleball.network"],"tags":["player","surface","court"],"last_verified":"2026-05-24"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Patch Heard's career?","title":"Patch Heard Markdown Spec Sheet","excerpt":"Download from the Pickle Gravity API endpoint.","answer":"A complete machine-readable Markdown file can be generated dynamically at GET https://picklegravity.com/api/knowledge/player-patch-heard-3PWWX1?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout for documentation.","source_urls":["https://picklegravity.com"],"tags":["player","markdown","developers"],"last_verified":"2026-05-24"},{"id":"win-rate-percentage","category":"Performance","question":"What is Patch Heard's win rate percentage?","title":"Patch Heard Overall Win Rate","excerpt":"Their win rate is 70.6% across all sets.","answer":"Their overall win rate is 70.6%, calculated from their total matches.","answer_detail":"Win rate is a core indicator of dominance. In balanced matchmaking systems, win rates tend to stabilize between 45% and 55%. Values higher than this indicate rapid skill advancement.","source_urls":["https://mydupr.com"],"tags":["player","win-rate","performance"],"last_verified":"2026-05-24"},{"id":"singles-reliability","category":"Performance","question":"Does Patch Heard have a singles reliability rating?","title":"Patch Heard Singles Reliability","excerpt":"Singles reliability is recorded as 94%.","answer":"Yes, their singles rating reliability is recorded as 94%.","answer_detail":"This shows rating accuracy for singles games. If this percentage is low, their singles rating might not fully reflect their true skill level due to lack of recent matches.","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"],"last_verified":"2026-05-24"},{"id":"playstyle-calculation","category":"Style","question":"How is Patch Heard's playstyle category calculated?","title":"Patch Heard Playstyle Metric Derivation","excerpt":"Assessed based on player rating and matchup records.","answer":"Their playstyle is derived algorithmically using their DUPR metrics, name character hashing, and victory ratios.","answer_detail":"We evaluate their rating brackets, partner ratings, and opponents to estimate their speed-up frequency and kitchen positioning focus, creating a descriptive tag.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","calculation"],"last_verified":"2026-05-24"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Patch Heard based on birth year?","title":"Patch Heard Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 2003.","answer":"Based on their birth year 2003, they fall into the Adult (19+) tournament classification.","answer_detail":"Age brackets maintain fair competition. Senior brackets focus on court placement and dinking patience, whereas open Adult brackets feature high-intensity baseline speed-ups.","source_urls":["https://mydupr.com"],"tags":["player","age","bracket"],"last_verified":"2026-05-24"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Patch Heard's matchmaking rank?","title":"Patch Heard Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 38 days determines how quickly their DUPR rating responds to tournament setups.","answer_detail":"A lower half-life encourages active match participation, as older sets lose influence quickly. A higher half-life keeps ratings stable during breaks.","source_urls":["https://mydupr.com"],"tags":["player","half-life","matchmaking"],"last_verified":"2026-05-24"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Patch Heard to a match on GPN?","title":"Challenge Patch Heard","excerpt":"Challenges can be issued through affiliated GPN networks.","answer":"Challenges can be issued directly on the GPN platform if they are listed in an active regional network.","answer_detail":"Affiliated networks allow members to schedule challenge matches. Look up their network association on their main profile page to coordinate sets.","source_urls":["https://globalpickleball.network"],"tags":["player","challenge","match"],"last_verified":"2026-05-24"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Patch Heard play indoor or outdoor matches more?","title":"Patch Heard Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at Biloxi, MS, which determines their environment focus.","answer_detail":"Outdoor courts are subject to wind and temperature changes, requiring heavy topspin. 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