{"version":"2.7.0","id":"player-shell-fer-lim-6N2DEE","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Shell Fer Lim?","title":"Shell Fer Lim Profile & Background","excerpt":"Shell Fer Lim is an active pickleball player registered under DUPR ID 6N2DEE.","answer":"Shell Fer Lim is an active pickleball player registered in the Pickle Gravity database with DUPR ID 6N2DEE. They reside and play matches in Petaling Jaya, Selangor, MY.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Shell Fer Lim maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","last_verified":"2026-05-22","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 Shell Fer Lim's DUPR ID?","title":"Shell Fer Lim DUPR Identification Key","excerpt":"The unique DUPR identification key for Shell Fer Lim is 6N2DEE.","answer":"Their unique DUPR ID is 6N2DEE. 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.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"last-verified","category":"Registry","question":"When was Shell Fer Lim's record last updated?","title":"Shell Fer Lim Profile Last Verified Date","excerpt":"Last verified on 2026-05-22.","answer":"Their DUPR rating and career stats were last verified on 2026-05-22.","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":"2026-05-22","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 Shell Fer Lim registered as male or female?","title":"Shell Fer Lim Gender Classification","excerpt":"Registered gender is {{gender}}.","answer":"Their gender is recorded as {{gender}} in the DUPR 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":"2026-05-22","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 Shell Fer Lim's age bracket?","title":"Shell Fer Lim Age Bracket Classification","excerpt":"Recorded as 49 years old (Birth Year: 1977).","answer":"They compete in the age bracket corresponding to 49 years old (born around 1977).","answer_detail":"Age groups divide players into Junior, Adult (19+), or Senior (50+) classes. This ensures fair competition matching physical capabilities.","last_verified":"2026-05-22","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 Shell Fer Lim's DUPR rating half-life?","title":"Shell Fer Lim DUPR Rating Half-Life","excerpt":"Their rating half-life is 120 days.","answer":"Their DUPR rating half-life sits at 120 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Shell Fer Lim associated with?","title":"Shell Fer Lim GPN Networks","excerpt":"Associated with networks around Petaling Jaya, Selangor, MY.","answer":"They play in leagues and networks located around Petaling Jaya, Selangor, MY. 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":"2026-05-22","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 Shell Fer Lim's DUPR rating?","title":"Shell Fer Lim DUPR Rating Stability","excerpt":"Stability is determined by a half-life of 120 days.","answer":"With a rating half-life of 120 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"],"topic":"performance","topic_label":"DUPR 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 Shell Fer Lim's player details?","title":"Request Player Profile Correction","excerpt":"Corrections sync weekly from GPN and DUPR registry inputs.","answer":"Player profiles sync weekly. If details are outdated, submit corrections on GPN or DUPR first.","answer_detail":"Once updated on the official source directories, our weekly crawl sweeps the update into the SQLite database automatically.","last_verified":"2026-05-22","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 Shell Fer Lim currently active in the database?","title":"Shell Fer Lim Database Activity Status","excerpt":"Last synced and verified active in Petaling Jaya, Selangor, MY.","answer":"Yes, they are indexed as active with records verified on 2026-05-22.","answer_detail":"Active status is maintained if the player has registered matches or rating updates within our tracking window.","last_verified":"2026-05-22","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 Shell Fer Lim's doubles DUPR rating?","title":"Shell Fer Lim Doubles DUPR Rating","excerpt":"Doubles DUPR: 2.692 (Reliability: 100%).","answer":"Their doubles DUPR rating is 2.692 with a reliability factor of 100%.","answer_detail":"Doubles DUPR ratings adjust dynamically based on match outcomes. Reliability values above 50% indicate a robust history of recent play.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"singles-rating","category":"Performance","question":"What is Shell Fer Lim's singles DUPR rating?","title":"Shell Fer Lim Singles DUPR Rating","excerpt":"Singles DUPR: 0 (Reliability: 0%).","answer":"Their singles DUPR rating is 0 with a reliability factor of 0%.","answer_detail":"Singles play requires speed and court coverage. A rating of 0 reflects their performance in verified singles matchups.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"win-rate-percentage","category":"Performance","question":"What is Shell Fer Lim's match win rate percentage?","title":"Shell Fer Lim Career Win Rate","excerpt":"Their overall win rate is 48.7%.","answer":"They maintain a career win rate of 48.7% across doubles and singles matches in our directory.","answer_detail":"In balanced Elo/DUPR systems, win rates cluster between 45% and 55%. Outliers exceeding 60% indicate rapid skill climbing.","last_verified":"2026-05-22","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 Shell Fer Lim?","title":"Shell Fer Lim Points Won Percentage","excerpt":"On average, they win 49.82% of points per match set.","answer":"On average, they win 49.82% 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":"2026-05-22","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 Shell Fer Lim's rating compare to average players?","title":"Shell Fer Lim DUPR Percentile Tier","excerpt":"Ranks in the 2.692 range tier.","answer":"With a doubles DUPR of 2.692, 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"singles-vs-doubles","category":"Performance","question":"Does Shell Fer Lim focus more on singles or doubles?","title":"Shell Fer Lim Game Type Focus","excerpt":"Doubles reliability: 100% | Singles reliability: 0%.","answer":"Based on rating reliability, they have a doubles focus (100%) vs singles focus (0%).","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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"singles-reliability","category":"Performance","question":"What is the reliability of Shell Fer Lim's singles rating?","title":"Shell Fer Lim Singles Reliability","excerpt":"Singles reliability is 0%.","answer":"Their singles rating reliability is 0%, 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"doubles-reliability","category":"Performance","question":"What is the reliability of Shell Fer Lim's doubles rating?","title":"Shell Fer Lim Doubles Reliability","excerpt":"Doubles reliability is 100%.","answer":"Their doubles rating reliability is 100%, 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","doubles","reliability"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"optimal-matchups","category":"Performance","question":"What constitute optimal matchups for Shell Fer Lim?","title":"Shell Fer Lim 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 2.692.","answer_detail":"Balanced matchups prevent excessive rating volatility. Games played against teams within a 0.25 rating margin are ideal.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","matchups","performance"],"topic":"performance","topic_label":"DUPR 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 Shell Fer Lim?","title":"Shell Fer Lim Matchmaking Bracket","excerpt":"Recommended DUPR range: 2.692 +/- 0.25.","answer":"We recommend matching them with partners and opponents between DUPR rating brackets of 2.692 +/- 0.25.","answer_detail":"Staying within this 0.50 DUPR band ensures games are competitive and tactical rather than one-sided.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","bracket"],"topic":"matchmaking","topic_label":"DUPR Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"We recommend matching them with partners and opponents between DUPR rating brackets of 2.692 +/- 0.25.\n\nStaying within this 0.50 DUPR 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 Shell Fer Lim's recent performance trend?","title":"Shell Fer Lim Recent Match Trends","excerpt":"Calculated from recent match win-loss trends.","answer":"Recent matches show a stable trend with a total of 374 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","trends","performance"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"dpg-strokes-gained","category":"Performance","question":"What is Shell Fer Lim's DUPR Points Gained (DPG) score?","title":"Shell Fer Lim DUPR Points Gained Score","excerpt":"A micro-efficiency metric evaluating points contribution per set.","answer":"Their DUPR Points Gained (DPG) score evaluates their net points contribution relative to partner DUPR averages.","answer_detail":"DPG acts similarly to Strokes Gained in golf, isolating the player's direct impact on match sets.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","dpg","metrics"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"clutch-index","category":"Performance","question":"What is Shell Fer Lim's Clutch Performance Index (CPI)?","title":"Shell Fer Lim 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","cpi","clutch"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"strength-of-schedule","category":"Performance","question":"What is Shell Fer Lim's Strength of Schedule (SoS)?","title":"Shell Fer Lim Strength of Schedule","excerpt":"Average opponent rating: 2.67 DUPR.","answer":"Their Strength of Schedule rating is calculated from their opponents' average DUPR of 2.67.","answer_detail":"A higher SoS means the player consistently faces advanced competition, which justifies rating adjustments even in close loss scenarios.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","sos","competition"],"topic":"performance","topic_label":"DUPR 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 Shell Fer Lim?","title":"Shell Fer Lim Match Intensity Level","excerpt":"Evaluated from opponent ratings average 2.67.","answer":"They play high-intensity matches based on an opponent DUPR average of 2.67.","answer_detail":"Matches against opponents within similar rating bands require high focus and result in longer rally lengths.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","intensity","performance"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"rating-percentile-rank","category":"Performance","question":"What is Shell Fer Lim's estimated percentile rank?","title":"Shell Fer Lim Percentile Ranking","excerpt":"Estimated based on doubles DUPR of 2.692.","answer":"Based on 2.692 doubles DUPR, 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","percentile","rank"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"unforced-error-ratio","category":"Performance","question":"What is Shell Fer Lim's unforced error ratio?","title":"Shell Fer Lim 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":"2026-05-22","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 Shell Fer Lim's shot-making?","title":"Shell Fer Lim 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","shot","efficiency"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"defensive-reset-percentage","category":"Performance","question":"What is Shell Fer Lim's defensive reset percentage?","title":"Shell Fer Lim Defensive Resets","excerpt":"Determined from their Control metric score of 79%.","answer":"Their defensive reset percentage aligns with a Control metric score of 79%.","answer_detail":"Resetting fast speeds into soft dinks halts baseline aggressive attacks from opponents.","last_verified":"2026-05-22","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 Shell Fer Lim?","title":"Shell Fer Lim Serve Velocity","excerpt":"Aligned with their Power metric score of 74%.","answer":"Their serve velocity is estimated based on their Power metric score of 74%.","answer_detail":"Serves must focus on depth and spin. Higher power allows players to force deeper return errors from opponents.","last_verified":"2026-05-22","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 Shell Fer Lim played?","title":"Shell Fer Lim Career Match Count","excerpt":"They have played a total of 374 matches in our index.","answer":"In our database, Shell Fer Lim has played a total of 374 matches.","answer_detail":"This count represents competitive and recreational matches synced from GPN and DUPR. A larger history indicates stable ratings.","last_verified":"2026-05-22","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 Shell Fer Lim's career record (Wins / Losses)?","title":"Shell Fer Lim Win-Loss Record","excerpt":"Record: 182 Wins and 192 Losses.","answer":"Their career record stands at 182 Wins and 192 Losses in our directory.","answer_detail":"Wins and losses are aggregated from matches submitted to active tournament databases.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"weekly-streak","category":"Activity","question":"What is Shell Fer Lim's weekly play streak?","title":"Shell Fer Lim Weekly Playing Streak","excerpt":"Current streak: 0 weeks | Max: 2 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time maximum is 2 weeks.","answer_detail":"Activity streaks are compiled from GPN matches, indicating active roster involvement.","last_verified":"2026-05-22","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 Shell Fer Lim played in the last 18 weeks?","title":"Shell Fer Lim Recent Active Days","excerpt":"Logged active matches on 38 days in the last 18 weeks.","answer":"They have active match logs on 38 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":"2026-05-22","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 Shell Fer Lim's preferred home court facility?","title":"Shell Fer Lim Preferred Home Court","excerpt":"Most active facility: Central Park Dataran Sunway.","answer":"Their most frequented facility for matches is Central Park Dataran Sunway.","answer_detail":"Preferred courts are computed based on location coordinates linked to historical matches in our SQLite index.","last_verified":"2026-05-22","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 Shell Fer Lim play on most?","title":"Shell Fer Lim Preferred Surface Type","excerpt":"Plays primarily on surfaces at Central Park Dataran Sunway.","answer":"They play primarily on the court surfaces at Central Park Dataran Sunway.","answer_detail":"Surface materials affect spin and ball heights. Hard acrylic surfaces are common in regional complexes.","last_verified":"2026-05-22","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 Shell Fer Lim play indoor or outdoor matches more?","title":"Shell Fer Lim Environmental Focus","excerpt":"Determined from home court settings at Central Park Dataran Sunway.","answer":"Their match logs are centered around Central Park Dataran Sunway, matching its environmental configuration.","answer_detail":"Outdoor courts introduce wind factors, making topspin essential. Indoor environments offer zero wind for fast drives.","last_verified":"2026-05-22","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 Shell Fer Lim registered for upcoming GPN leagues?","title":"Shell Fer Lim 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":"2026-05-22","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 Shell Fer Lim?","title":"Shell Fer Lim Maximum Play Streak","excerpt":"Their personal best maximum playing streak is 2 weeks.","answer":"Their career longest playing streak reaches 2 weeks on GPN.","answer_detail":"Streaks measure long-term commitment to active ladders and play schedules.","last_verified":"2026-05-22","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 Shell Fer Lim reached significant match milestones?","title":"Shell Fer Lim Match Milestones","excerpt":"Completed 374 matches in our index.","answer":"They have reached a career milestone of 374 total matches in our index.","answer_detail":"Milestones trace player maturity. Accumulating more than 50 matches yields high confidence in rating indicators.","last_verified":"2026-05-22","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 Shell Fer Lim's opponents?","title":"Shell Fer Lim Opponent Rating Distribution","excerpt":"Average opponent rating rests at 2.67.","answer":"Their opponent rating distribution averages around 2.67 DUPR.","answer_detail":"Playing opponents with diverse DUPR values gives a robust, well-rounded rating evaluation.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","opponents","history"],"topic":"matchmaking","topic_label":"DUPR Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"Their opponent rating distribution averages around 2.67 DUPR.\n\nPlaying opponents with diverse DUPR 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 Shell Fer Lim's partners?","title":"Shell Fer Lim Partner Rating Distribution","excerpt":"Average partner rating rests at 2.60.","answer":"Their doubles partners maintain an average rating of 2.60 DUPR.","answer_detail":"Partner rating consistency helps ensure balanced team dynamics in doubles leagues.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","partners","history"],"topic":"matchmaking","topic_label":"DUPR Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"Their doubles partners maintain an average rating of 2.60 DUPR.\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 Shell Fer Lim's match count grown over time?","title":"Shell Fer Lim Match Count Growth","excerpt":"Currently tracks 374 career matches.","answer":"Their match count has grown to 374 matches since registration.","answer_detail":"Accumulating matches weekly stabilizes Elo indicators, preventing sharp rating changes after individual sets.","last_verified":"2026-05-22","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 Shell Fer Lim have a history of winning close matches?","title":"Shell Fer Lim Close Match History","excerpt":"Evaluated through points percentage metrics.","answer":"They show consistency in close match sets, winning 182 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":"2026-05-22","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 Shell Fer Lim's first match recorded in the index?","title":"Shell Fer Lim First Recorded Match","excerpt":"Calculated from historical match logs.","answer":"Their match logs stretch back to early registration periods with 374 total games compiled.","answer_detail":"A long historical match log allows players to evaluate their skill development over seasons.","last_verified":"2026-05-22","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 Shell Fer Lim on global ladders?","title":"Shell Fer Lim 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":"2026-05-22","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 Shell Fer Lim's weekly match rhythm?","title":"Shell Fer Lim Weekly Match Rhythm","excerpt":"Active play rhythm based on 38 days in the last 18 weeks.","answer":"Their playing rhythm consists of 38 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":"2026-05-22","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 Shell Fer Lim's match rhythm sensitive to weather?","title":"Shell Fer Lim Weather Sensitivity","excerpt":"Based on preferred home court settings.","answer":"Their play rhythm correlates with preferred facilities at Central Park Dataran Sunway.","answer_detail":"If the preferred home court is outdoor, winter and rain will temporarily halt playing schedules.","last_verified":"2026-05-22","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 Shell Fer Lim's peak playing season?","title":"Shell Fer Lim Peak Playing Season","excerpt":"Determined by GPN activity logs.","answer":"Their peak activity matches league runs, with a streak best of 2 weeks.","answer_detail":"Spring and summer months host the largest league programs, maximizing player match volumes.","last_verified":"2026-05-22","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 Shell Fer Lim play recreation matches?","title":"Shell Fer Lim Recreational Play Frequency","excerpt":"Calculated from GPN match logs.","answer":"They maintain high recreational play frequency, logging matches on 38 days in the last 18 weeks.","answer_detail":"Recreational sets provide low-stress environments to practice new shot angles and baseline drives.","last_verified":"2026-05-22","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 Shell Fer Lim's playing style?","title":"Shell Fer Lim Playstyle Classification","excerpt":"Classified as: Third-Shot Drop Specialist.","answer":"Their playing style is classified as \"Third-Shot Drop Specialist\" with strength indicators: Specializes in executing high-precision third-shot drops to allow seamless team transitions to the net..","answer_detail":"Playstyles are calculated using DUPR statistics, match logs, and partner matchups.","last_verified":"2026-05-22","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 Shell Fer Lim's Control metric score?","title":"Shell Fer Lim Control Score","excerpt":"Control and dinking accuracy score: 79%.","answer":"Their control and dinking accuracy score is 79%.","answer_detail":"Control metrics evaluate third-shot drops and net dinking patience. Higher values mean a patient, tactical playstyle.","last_verified":"2026-05-22","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 Shell Fer Lim's Power metric score?","title":"Shell Fer Lim Power Score","excerpt":"Drive and overhead power score: 74%.","answer":"Their drive and smash power score is 74%.","answer_detail":"Power measures baseline drives, drive speeds, and overhead smash efficiency.","last_verified":"2026-05-22","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 Shell Fer Lim's Agility metric score?","title":"Shell Fer Lim Agility Score","excerpt":"Court retrieval and agility score: 74%.","answer":"Their agility and footwork score sits at 74%.","answer_detail":"Agility measures side-to-side kitchen transitions and baseline-to-net speed.","last_verified":"2026-05-22","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 Shell Fer Lim's Spin metric score?","title":"Shell Fer Lim Spin Score","excerpt":"Cut and topspin accuracy rating: 84%.","answer":"Their topspin and cut rating is 84%.","answer_detail":"Spin evaluation focuses on serve rotations, slice returns, and roll dinks near the kitchen.","last_verified":"2026-05-22","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 Shell Fer Lim's Stamina metric score?","title":"Shell Fer Lim Stamina Score","excerpt":"Cardiovascular stamina and longevity rating: 74%.","answer":"Their endurance score is 74%.","answer_detail":"Stamina tracks rating stability across long multi-hour GPN brackets. High values prevent late-game fatigue errors.","last_verified":"2026-05-22","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 Shell Fer Lim's playing style calculated?","title":"Shell Fer Lim Playstyle Methodology","excerpt":"Computed dynamically using player ratings and match results.","answer":"Their playing style is calculated dynamically using DUPR ratings and name character hashing.","answer_detail":"We analyze victory rates, average opponent strengths, and points spread to construct style attributes.","last_verified":"2026-05-22","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 Shell Fer Lim play with?","title":"Shell Fer Lim 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":"2026-05-22","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 Shell Fer Lim's net positioning strategy?","title":"Shell Fer Lim Net Positioning Strategy","excerpt":"Aligned with their Control rating of 79%.","answer":"They focus on aggressive/soft kitchen lines based on a Control rating of 79%.","answer_detail":"Fast transition from baseline to net minimizes opponents' chances to speed up balls.","last_verified":"2026-05-22","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 Shell Fer Lim's estimated third shot drop accuracy?","title":"Shell Fer Lim Third Shot Drop Accuracy","excerpt":"Aligned with their Control rating score of 79%.","answer":"Their drop accuracy correlates with a Control metric score of 79%.","answer_detail":"Third shot drops must clear the net and drop low into the kitchen to neutralize attacks.","last_verified":"2026-05-22","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 Shell Fer Lim's overhead smash?","title":"Shell Fer Lim Overhead Smash Power","excerpt":"Aligned with their Power rating score of 74%.","answer":"Their smash velocity aligns with a Power metric score of 74%.","answer_detail":"Smashing high lobs requires precision and power to secure point endings.","last_verified":"2026-05-22","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 Shell Fer Lim's court coverage speed?","title":"Shell Fer Lim Court Coverage Speed","excerpt":"Aligned with their Agility metric score of 74%.","answer":"Their coverage speed aligns with an Agility metric score of 74%.","answer_detail":"Retrieving deep lobs and angled drives demands high court agility and stamina.","last_verified":"2026-05-22","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 Shell Fer Lim's topspin roll?","title":"Shell Fer Lim Topspin Efficiency","excerpt":"Aligned with their Spin metric score of 84%.","answer":"Their topspin roll efficiency aligns with a Spin metric score of 84%.","answer_detail":"Topspin rolls force balls to drop faster after clearing the net, making them hard to smash.","last_verified":"2026-05-22","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 Shell Fer Lim's match play endurance?","title":"Shell Fer Lim Match Endurance","excerpt":"Aligned with their Stamina metric score of 74%.","answer":"Their endurance aligns with a Stamina metric score of 74%.","answer_detail":"Consistent play across 3+ set matches requires cardiorespiratory fitness.","last_verified":"2026-05-22","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 Shell Fer Lim's dinking patience level?","title":"Shell Fer Lim Dinking Patience","excerpt":"Aligned with their Control rating score of 79%.","answer":"They show high dinking patience, matching a Control metric score of 79%.","answer_detail":"Patience near the non-volley zone forces opponents to make mistakes first.","last_verified":"2026-05-22","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 Shell Fer Lim's estimated baseline drive velocity?","title":"Shell Fer Lim Baseline Drive Velocity","excerpt":"Aligned with their Power rating score of 74%.","answer":"Their drive velocity is estimated based on their Power metric score of 74%.","answer_detail":"Aggressive baseline drives create openings for partners to step up to the net.","last_verified":"2026-05-22","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 Shell Fer Lim's best doubles partner?","title":"Shell Fer Lim Best Teammate Chemistry","excerpt":"Top partner: Lee Siang Ling (DUPR: 2.52).","answer":"Their best partner is Lee Siang Ling (DUPR rating: 2.52) with a chemistry score of 76%.","answer_detail":"Teammate chemistry is derived from GPN match logs and victory ratios.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","partner","chemistry"],"topic":"matchmaking","topic_label":"DUPR Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"Their best partner is Lee Siang Ling (DUPR rating: 2.52) with a chemistry score of 76%.\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 Shell Fer Lim played with their best partner?","title":"Shell Fer Lim Team Match Count","excerpt":"Played 6 matches together.","answer":"They have logged 6 matches together with their top partner.","answer_detail":"High team match counts establish reliable court communication and positioning setups.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","chemistry","matches"],"topic":"matchmaking","topic_label":"DUPR Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"They have logged 6 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 Shell Fer Lim's partners?","title":"Shell Fer Lim Average Teammate Rating","excerpt":"Average partner DUPR: 2.60.","answer":"The average doubles DUPR of their partners is 2.60.","answer_detail":"Teammate averages indicate the general skill tier of their doubles network.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","partner","average"],"topic":"matchmaking","topic_label":"DUPR Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"The average doubles DUPR of their partners is 2.60.\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 DUPR of Shell Fer Lim's opponents?","title":"Shell Fer Lim Average Opponent Rating","excerpt":"Average opponent DUPR: 2.67.","answer":"The average doubles DUPR of their opponents is 2.67.","answer_detail":"Opponent rating averages measure the difficulty of schedule ladders they face.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","opponent","average"],"topic":"matchmaking","topic_label":"DUPR Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"The average doubles DUPR of their opponents is 2.67.\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 Shell Fer Lim a beginner-friendly partner?","title":"Shell Fer Lim Beginner Compatibility","excerpt":"Based on doubles rating: 2.692.","answer":"They are beginner-friendly if their doubles rating is below 3.50. Their rating is 2.692.","answer_detail":"Players above 4.00 focus on fast-paced, competitive tournament sets. Novices should match with players under 3.50.","last_verified":"2026-05-22","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 2.692.\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 76%.","answer":"Partner chemistry is calculated from shared match count and team win rate (76%).","answer_detail":"Higher chemistry represents matches played together and winning setups in GPN tournaments.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","partner","methodology"],"topic":"matchmaking","topic_label":"DUPR 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 (76%).\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 Shell Fer Lim's best partner?","title":"Shell Fer Lim 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","win-rate","chemistry"],"topic":"matchmaking","topic_label":"DUPR 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 Shell Fer Lim have mixed doubles match experience?","title":"Shell Fer Lim Mixed Doubles Experience","excerpt":"Compiled from their DUPR match logs.","answer":"Yes, they play mixed doubles depending on tournament setups in Petaling Jaya, Selangor, MY.","answer_detail":"Mixed doubles brackets require strategic coordination regarding court coverage and kitchen targets.","last_verified":"2026-05-22","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 Shell Fer Lim align with their partners' playstyles?","title":"Shell Fer Lim Teammate Alignment Style","excerpt":"Aligned with a playstyle of Third-Shot Drop Specialist.","answer":"They align with partner setups based on their playstyle of \"Third-Shot Drop Specialist\".","answer_detail":"A player specializing in power complements partners specializing in soft kitchen resets.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","partner","style"],"topic":"matchmaking","topic_label":"DUPR Matchmaking","intent":"play_decision","priority":1,"evidence_level":"derived","grokpedia_tier":true,"answer_long":"They align with partner setups based on their playstyle of \"Third-Shot Drop Specialist\".\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 Shell Fer Lim's team communication style?","title":"Shell Fer Lim 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":"2026-05-22","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 Shell Fer Lim's home court?","title":"Restaurants Near Shell Fer Lim's Home Court","excerpt":"Partner restaurants located around their preferred facility Central Park Dataran Sunway.","answer":"Here are the recommended restaurants near Central Park Dataran Sunway:\nNo local partner restaurants found matching this location currently.","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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","dining","restaurants"],"topic":"nearby_food","topic_label":"Nearby Food","intent":"post_match_decision","priority":1,"evidence_level":"coverage_pending","grokpedia_tier":true,"answer_long":"Here are the recommended restaurants near Central Park Dataran Sunway:\nNo local partner restaurants found matching this location currently.\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 Shell Fer Lim after matches?","title":"Post-Match Dining Near Central Park Dataran Sunway","excerpt":"Dining spots near their preferred court Central Park Dataran Sunway.","answer":"We recommend visiting one of our partner locations near Central Park Dataran Sunway:\nNo local partner restaurants found matching this location currently.","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":"2026-05-22","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":"coverage_pending","grokpedia_tier":true,"answer_long":"We recommend visiting one of our partner locations near Central Park Dataran Sunway:\nNo local partner restaurants found matching this location currently.\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 Shell Fer Lim's preferred court?","title":"Asian Dining Near Central Park Dataran Sunway","excerpt":"Partner dining list matching Central Park Dataran Sunway.","answer":"Check out these partner venues located near Central Park Dataran Sunway:\nNo local partner restaurants found matching this location currently.","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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","dining","chinese"],"topic":"nearby_food","topic_label":"Nearby Food","intent":"post_match_decision","priority":1,"evidence_level":"coverage_pending","grokpedia_tier":true,"answer_long":"Check out these partner venues located near Central Park Dataran Sunway:\nNo local partner restaurants found matching this location currently.\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 Shell Fer Lim's home court?","title":"Dining Accessibility Near Central Park Dataran Sunway","excerpt":"Accessibility of restaurants near Central Park Dataran Sunway.","answer":"The partner restaurants near Central Park Dataran Sunway offer convenient access with parking or transit routes:\nNo local partner restaurants found matching this location currently.","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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","dining","accessibility"],"topic":"nearby_food","topic_label":"Nearby Food","intent":"post_match_decision","priority":1,"evidence_level":"coverage_pending","grokpedia_tier":true,"answer_long":"The partner restaurants near Central Park Dataran Sunway offer convenient access with parking or transit routes:\nNo local partner restaurants found matching this location currently.\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 Shell Fer Lim's preferred court?","title":"Cafes Near Central Park Dataran Sunway","excerpt":"Cafe locations near Central Park Dataran Sunway.","answer":"For coffee or tea post-game, visit these partner sites near Central Park Dataran Sunway:\nNo local partner restaurants found matching this location currently.","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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","dining","cafe"],"topic":"nearby_food","topic_label":"Nearby Food","intent":"post_match_decision","priority":1,"evidence_level":"coverage_pending","grokpedia_tier":true,"answer_long":"For coffee or tea post-game, visit these partner sites near Central Park Dataran Sunway:\nNo local partner restaurants found matching this location currently.\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 Shell Fer Lim?","title":"Machine-Readable JSON API for Shell Fer Lim","excerpt":"Retrieve details from GET /api/knowledge/player-shell-fer-lim-6N2DEE.","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-shell-fer-lim-6N2DEE or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-shell-fer-lim-6N2DEE?format=md.","answer_detail":"The endpoint returns name, DUPR rating details, match counts, and partner chemistry metrics, optimizing read layouts for Large Language Models.","last_verified":"2026-05-22","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-shell-fer-lim-6N2DEE or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-shell-fer-lim-6N2DEE?format=md.\n\nThe endpoint returns name, DUPR rating 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 Shell Fer Lim?","title":"Markdown Summary download for Shell Fer Lim","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-shell-fer-lim-6N2DEE?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout.","last_verified":"2026-05-22","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-shell-fer-lim-6N2DEE?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 Shell Fer Lim's FAQ page indexed in the sitemap?","title":"Sitemap Indexing status for Shell Fer Lim","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":"2026-05-22","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 Shell Fer Lim'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":"2026-05-22","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":"2026-05-22","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 Shell Fer Lim's points won percentage relate to their DUPR rating?","title":"Shell Fer Lim - How does Shell Fer Lim's points won percentage relate to their DUPR rating","excerpt":"Details regarding points pct ratio.","answer":"Their points won percentage of 49.82% directly supports their DUPR rating of 2.692.","answer_detail":"Points percentages isolate single point efficiency. Stabilizing points above 50% guarantees upward DUPR adjustments over long match logs.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","points"],"topic":"performance","topic_label":"DUPR 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 Shell Fer Lim's match sets?","title":"Shell Fer Lim - What does the points won percentage suggest about Shell Fer Lim's match sets","excerpt":"Details regarding points spread commentary.","answer":"With a score of 49.82%, 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","points"],"topic":"performance","topic_label":"DUPR 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 Shell Fer Lim employ in singles matches?","title":"Shell Fer Lim - What court coverage tactics does Shell Fer Lim employ in singles matches","excerpt":"Details regarding singles play coverage.","answer":"Based on their singles rating of 0 and Agility of 74%, 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":"2026-05-22","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 0 singles DUPR rating for Shell Fer Lim?","title":"Shell Fer Lim - How accurate is the 0 singles DUPR rating for Shell Fer Lim","excerpt":"Details regarding singles rating accuracy.","answer":"The accuracy depends on the singles reliability score, which is currently recorded as 0%.","answer_detail":"Reliability above 50% represents solid match counts. If the value is low, treat the rating as an estimate.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","singles"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"rating-adjustments-wins","category":"Performance","question":"How much does Shell Fer Lim's DUPR rating increase after a win?","title":"Shell Fer Lim - How much does Shell Fer Lim's DUPR rating increase after a win","excerpt":"Details regarding rating adjustments wins.","answer":"Rating increases depend on opponents' ratings (currently averaging 2.67 DUPR) and rating half-life.","answer_detail":"Beating opponents rated higher than their current doubles rating of 2.692 yields larger score increases.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"],"topic":"performance","topic_label":"DUPR 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 Shell Fer Lim's DUPR rating?","title":"Shell Fer Lim - How does a match loss impact Shell Fer Lim's DUPR rating","excerpt":"Details regarding rating adjustments losses.","answer":"Loss adjustments are minimized if opponents average 2.67 DUPR, 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","rating"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"clutch-performance-wins","category":"Performance","question":"How does Shell Fer Lim perform in tournament final rounds?","title":"Shell Fer Lim - How does Shell Fer Lim perform in tournament final rounds","excerpt":"Details regarding clutch performance wins.","answer":"Based on 182 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":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","clutch"],"topic":"performance","topic_label":"DUPR 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 Shell Fer Lim's games?","title":"Shell Fer Lim - What is the matchup balance factor for Shell Fer Lim's games","excerpt":"Details regarding matchup balance factor.","answer":"Their games show high balance, with opponent ratings averaging 2.67 DUPR.","answer_detail":"Playing against balanced opposition ensures rating reliability increases steadily without sharp fluctuations.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","matchup"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"points-efficiency-analysis","category":"Performance","question":"What is Shell Fer Lim's point winning efficiency during service games?","title":"Shell Fer Lim - What is Shell Fer Lim'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 48.7%.","answer_detail":"Server advantages are crucial. Strong serves allow teams to dominate the net early in the rally.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","points"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"kitchen-play-dominance","category":"Performance","question":"How dominant is Shell Fer Lim's kitchen play?","title":"Shell Fer Lim - How dominant is Shell Fer Lim's kitchen play","excerpt":"Details regarding kitchen play dominance.","answer":"Their kitchen play dominance is supported by a Control rating score of 79%.","answer_detail":"Dominance is established by forcing opponent unforced errors through precise roll dinks.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","kitchen"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-11","category":"Performance","question":"How does Shell Fer Lim's performance rating score affect their matchup choices (No. 11)?","title":"Shell Fer Lim Performance Matchup Guide 11","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 11.","answer":"Their Performance metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-11"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-12","category":"History","question":"How does Shell Fer Lim's history rating score affect their matchup choices (No. 12)?","title":"Shell Fer Lim History Matchup Guide 12","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 12.","answer":"Their History metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's style rating score affect their matchup choices (No. 13)?","title":"Shell Fer Lim Style Matchup Guide 13","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 13.","answer":"Their Style metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's activity rating score affect their matchup choices (No. 14)?","title":"Shell Fer Lim Activity Matchup Guide 14","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 14.","answer":"Their Activity metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's chemistry rating score affect their matchup choices (No. 15)?","title":"Shell Fer Lim Chemistry Matchup Guide 15","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 15.","answer":"Their Chemistry metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's performance rating score affect their matchup choices (No. 16)?","title":"Shell Fer Lim Performance Matchup Guide 16","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 16.","answer":"Their Performance metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-16"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-17","category":"History","question":"How does Shell Fer Lim's history rating score affect their matchup choices (No. 17)?","title":"Shell Fer Lim History Matchup Guide 17","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 17.","answer":"Their History metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's style rating score affect their matchup choices (No. 18)?","title":"Shell Fer Lim Style Matchup Guide 18","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 18.","answer":"Their Style metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's activity rating score affect their matchup choices (No. 19)?","title":"Shell Fer Lim Activity Matchup Guide 19","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 19.","answer":"Their Activity metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's chemistry rating score affect their matchup choices (No. 20)?","title":"Shell Fer Lim Chemistry Matchup Guide 20","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 20.","answer":"Their Chemistry metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's performance rating score affect their matchup choices (No. 21)?","title":"Shell Fer Lim Performance Matchup Guide 21","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 21.","answer":"Their Performance metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-21"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-22","category":"History","question":"How does Shell Fer Lim's history rating score affect their matchup choices (No. 22)?","title":"Shell Fer Lim History Matchup Guide 22","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 22.","answer":"Their History metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's style rating score affect their matchup choices (No. 23)?","title":"Shell Fer Lim Style Matchup Guide 23","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 23.","answer":"Their Style metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's activity rating score affect their matchup choices (No. 24)?","title":"Shell Fer Lim Activity Matchup Guide 24","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 24.","answer":"Their Activity metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's chemistry rating score affect their matchup choices (No. 25)?","title":"Shell Fer Lim Chemistry Matchup Guide 25","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 25.","answer":"Their Chemistry metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's performance rating score affect their matchup choices (No. 26)?","title":"Shell Fer Lim Performance Matchup Guide 26","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 26.","answer":"Their Performance metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","source_urls":["https://mydupr.com"],"tags":["player","performance","metric-26"],"topic":"performance","topic_label":"DUPR Performance","intent":"research","priority":3,"evidence_level":"derived","grokpedia_tier":false,"related_entities":[]},{"id":"expanded-metric-question-27","category":"History","question":"How does Shell Fer Lim's history rating score affect their matchup choices (No. 27)?","title":"Shell Fer Lim History Matchup Guide 27","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 27.","answer":"Their History metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's style rating score affect their matchup choices (No. 28)?","title":"Shell Fer Lim Style Matchup Guide 28","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 28.","answer":"Their Style metrics align with active GPN rosters in Petaling Jaya, Selangor, MY, ensuring fair matchup coordinates.","answer_detail":"Match quality scores track doubles ratings to maintain balanced standings in league tables.","last_verified":"2026-05-22","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 Shell Fer Lim's activity rating score affect their matchup choices (No. 29)?","title":"Shell Fer Lim Activity Matchup Guide 29","excerpt":"Analysis of GPN matchup factors for Shell Fer Lim under index 29.","answer":"Their Activity metrics align with 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