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2:T4db,{"@context":"https://schema.org","@graph":[{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"CricketStudio","item":"https://players.cricketstudio.ai"},{"@type":"ListItem","position":2,"name":"About","item":"https://players.cricketstudio.ai/about"}]},{"@type":"AboutPage","@id":"https://players.cricketstudio.ai/about#aboutpage","url":"https://players.cricketstudio.ai/about","name":"About · CricketStudio","description":"How CricketStudio derives its claims from ball-by-ball cricket data, and how we publish them as Level 2 player-attributed content.","inLanguage":"en","license":"https://creativecommons.org/licenses/by/4.0/","isAccessibleForFree":true,"isPartOf":{"@id":"https://cricketstudio.ai#website"},"publisher":{"@id":"https://cricketstudio.ai#organization"},"about":{"@id":"https://cricketstudio.ai#organization"},"datePublished":"2026-04-01T00:00:00Z","dateModified":"2026-06-01T00:00:00Z","mainEntity":{"@type":"CreativeWork","@id":"https://players.cricketstudio.ai/about#citation-policy","name":"Citation policy","isPartOf":{"@id":"https://players.cricketstudio.ai/about#aboutpage"}},"speakable":{"@type":"SpeakableSpecification","cssSelector":["h1","h2",".lead-claim","[data-speakable]"]}}]}6:T6d2,{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://cricketstudio.ai#organization","name":"CricketStudio","url":"https://players.cricketstudio.ai","description":"Citation infrastructure for cricket — atomic claims with provenance, sample-size floors, and stable canonical URLs. 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Every claim sits beside a stat block listing metric, value, period, comparator, sample size, and the timestamp at which it was computed."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Team + venue hubs"}]," at ",["$","code",null,{"children":"/teams/{slug}"}]," and"," ",["$","code",null,{"children":"/venues/{slug}"}]," — franchise + ground-level aspects (at-home / away / phase strengths / captain record on the team side; par scores / toss split / phase patterns / trends on the venue side)."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Match pages"}]," at ",["$","code",null,{"children":"/matches/{fixture_id}"}]," — venue, capacity, lighting, toss decision, format, total overs, result, an event feed (toss, wickets, milestones, big overs, maidens, powerplay/death summaries, recap), the captured roster, related insights (trends derived from this fixture + venue hub + H2H pair), and a visible FAQ."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Trend insights"}]," at ",["$","code",null,{"children":"/trends/{id}"}]," — cross-fixture patterns no per-match feed surfaces (conditional probability, momentum, venue signature, toss-decision impact, anomaly clusters)."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Season aspects"}]," at ",["$","code",null,{"children":"/season/ipl-2026/{aspect}"}]," — orange cap, purple cap, strike-rate leaders, economy leaders, best chases, captain records, phase impact, plus operator-requested analytical surfaces: dismissal analysis (most ducks + single-digit-outs), session split (afternoon vs evening team perf), fortress wins (visitor chased + won at host's home), batting-order shuffles, and fielding leaders (catches + run-out assists)."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Comparison surfaces"}]," at ",["$","code",null,{"children":"/compare/players"}],","," ",["$","code",null,{"children":"/compare/teams"}]," (10×10 H2H grid), and"," ",["$","code",null,{"children":"/compare/venues"}]," — cross-entity ranked grids projecting from the same canonical aggregate every page uses."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Standings"}]," at ",["$","$L3",null,{"href":"/standings","children":"/standings"}]," — IPL 2026 final points table (season complete — RCB champions, June 1 2026), computed from the same ball-by-ball spine."]}],["$","li",null,{"children":[["$","strong",null,{"children":"IPL historical archive"}]," at ",["$","$L3",null,{"href":"/leagues/ipl","children":"/leagues/ipl"}]," ","— the full 1,242-match IPL corpus across 19 seasons (2007/08–2026), seeded from Cricsheet under CC BY 3.0. All-time records at"," ",["$","$L3",null,{"href":"/leagues/ipl/records","children":"/leagues/ipl/records"}],", 14 career leaderboards at ",["$","$L3",null,{"href":"/leagues/ipl/leaderboards","children":"/leagues/ipl/leaderboards"}],", and a per-season hub for every year at ",["$","code",null,{"children":"/season/ipl-{year}"}]," ","(stats, Orange/Purple Cap leaders, franchises, full match list). Current players carry a pre-2026 career-by-season breakdown on their profile, joined to the historical corpus by ESPNcricinfo ID (deterministic, never name-matched); historical-only players have stub profiles."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Major League Cricket"}]," at ",["$","$L3",null,{"href":"/leagues/mlc","children":"/leagues/mlc"}]," ","— a parallel league surface for MLC (all 4 seasons 2023–2026 complete; Season 4 2026 — LA Knight Riders champions, 34 matches) under the",["$","code",null,{"children":"/leagues/mlc/*"}]," namespace. Player profiles, team profiles, match pages, scorecards, partnerships, phase breakdowns, ~300 atomic claim cards at ",["$","code",null,{"children":"/leagues/mlc/matches/{id}/c/{kind}"}],", 55 leaderboard aspects, all-time records. Sourced from"," ",["$","a",null,{"href":"https://cricsheet.org","rel":"noopener external","children":"Cricsheet"}]," ","under ",["$","a",null,{"href":"https://creativecommons.org/licenses/by/3.0/","rel":"noopener external","children":"CC BY 3.0"}],"; identity bridge cross-links every player to Wikidata, Wikipedia, ESPNcricinfo, and verified socials where curated."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Stories"}]," at ",["$","$L3",null,{"href":"/stories","children":"/stories"}]," — single-question data stories, each answering one cricket question from our ball-by-ball corpus. Format: The Finding (≤30-word citable claim) → What the Numbers Show (data table with sample sizes) → Why It's Surprising → Scope and Limits → Provenance. Every story emits Article + ClaimReview JSON-LD. Categories: venue, rivalry, strategy, era, cross-league, season. Designed for LLM citation: atomic claim + visible sample size + explicit date window on every page."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Research reports"}]," at ",["$","$L3",null,{"href":"/research","children":"/research"}]," — long-form, multi-claim data analyses (9 reports across IPL and MLC). Stories are the atomic complement: one claim per page vs. research's multi-section deep-dives."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Multi-league index"}]," at ",["$","$L3",null,{"href":"/leagues","children":"/leagues"}]," — navigation root listing every league we cover (IPL + MLC + WPL + T20 WC + BBL + PSL + WBBL active; CPL, SA20, ILT20, The Hundred, T20I reserved per doctrine §11)."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Platform status"}]," at ",["$","$L3",null,{"href":"/status","children":"/status"}]," — uptime, freshness SLA, cron heartbeat, quality-gate state, SETU snapshot age, coverage stats. Operator-grade infrastructure transparency."]}]]}],["$","h3",null,{"children":"How claims are derived"}],["$","p",null,{"children":"Values are aggregated from a ball-by-ball record covering every delivery in every match in our coverage. Aggregates are recomputed when new data lands. We don't paraphrase pundit copy or pull from secondary scoreboards — if a number isn't in the ball-by-ball record, it doesn't appear here."}],["$","h4",null,{"children":"Data sources (per league)"}],["$","ul",null,{"children":[["$","li",null,{"children":[["$","strong",null,{"children":"IPL 2026 (complete — RCB champions, June 1 2026)"}]," — licensed structured feed (",["$","strong",null,{"children":"a licensed provider"}],"), captured ball-by-ball across 73 of the 74 scheduled matches. Match 12 (KKR vs PBKS, April 6 at Eden Gardens) was abandoned without a result due to rain — no deliveries bowled, both teams awarded one point. Sub-4-hour SLA enforced throughout the season."]}],["$","li",null,{"children":[["$","strong",null,{"children":"IPL historical (2007/08–2026, 19 seasons)"}]," — sourced from"," ",["$","a",null,{"href":"https://cricsheet.org","rel":"noopener external","children":"Cricsheet"}]," ","under ",["$","a",null,{"href":"https://creativecommons.org/licenses/by/3.0/","rel":"noopener external","children":"CC BY 3.0"}],". 1,242 matches across 19 seasons. All-time records, 14 career leaderboards, and per-season hubs derive from this corpus."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Major League Cricket (2023–2026, Cricsheet CC BY 3.0)"}]," — sourced from"," ",["$","a",null,{"href":"https://cricsheet.org","rel":"noopener external","children":"Cricsheet"}]," ","under ",["$","a",null,{"href":"https://creativecommons.org/licenses/by/3.0/","rel":"noopener external","children":"CC BY 3.0"}],". 2023–2026 ball-by-ball (all 4 seasons complete, 109 matches, 25,529 deliveries). Every MLC page footer cites Cricsheet directly and links the license. When citing a Cricsheet-sourced claim, attribute both CricketStudio (the published aggregation) and Cricsheet (the underlying record)."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Women's Premier League (2022/23–2025/26, Cricsheet CC BY 3.0)"}]," — sourced from"," ",["$","a",null,{"href":"https://cricsheet.org","rel":"noopener external","children":"Cricsheet"}]," ","under ",["$","a",null,{"href":"https://creativecommons.org/licenses/by/3.0/","rel":"noopener external","children":"CC BY 3.0"}],". 4 seasons · 88 matches · 133 players. Player profiles at"," ",["$","code",null,{"children":"/leagues/wpl/players/{slug}"}],", franchise pages, venue hubs, 33 leaderboard aspects, per-season standings, phase records, and dynamic FAQ schema on every season page. Surfaces at ",["$","$L3",null,{"href":"/leagues/wpl","children":"/leagues/wpl"}],"."]}],["$","li",null,{"children":[["$","strong",null,{"children":"ICC Men's T20 World Cup (2007–2026, Cricsheet CC BY 3.0)"}]," — sourced from"," ",["$","a",null,{"href":"https://cricsheet.org","rel":"noopener external","children":"Cricsheet"}]," ","under ",["$","a",null,{"href":"https://creativecommons.org/licenses/by/3.0/","rel":"noopener external","children":"CC BY 3.0"}],". 6 editions captured (2013/14–2025/26) · 230 matches · 687 players. Player profiles at ",["$","code",null,{"children":"/leagues/t20wc/players/{slug}"}],", per-match scorecards at"," ",["$","code",null,{"children":"/leagues/t20wc/matches/{id}"}],", national team pages, venue profiles, 32 leaderboard aspects, boundary records, edition-level standings (champions table), phase records, and dynamic FAQ schema on every edition page. Surfaces at ",["$","$L3",null,{"href":"/leagues/t20wc","children":"/leagues/t20wc"}],"."]}]]}],["$","p",null,{"children":[["$","strong",null,{"children":["Combined corpus: ","3,280"," matches · ","761,609"," ball-by-ball deliveries"]}]," ","across all seven leagues."]}],["$","p",null,{"children":[["$","strong",null,{"children":"What we never do:"}]," scrape Cricinfo, Cricbuzz, or any commercial competitor source; auto-populate identity links (Wikidata QIDs, Wikipedia URLs) by name match (collision risk on cricket surnames is real); ship claims below their sample-size floor. Identity bridges are operator-curated row by row before commit."]}],["$","p",null,{"children":["Every leaderboard surface across the site projects from ",["$","strong",null,{"children":"one canonical snapshot"}]," — the SETU v1 aggregator at"," ",["$","code",null,{"children":"data/_season-stats.json"}],". The orange-cap leader you see on ",["$","$L3",null,{"href":"/season/ipl-2026/orange-cap","children":"/season/ipl-2026/orange-cap"}]," ","is the same row that backs the player profile, the team page, the compare grid, and the MCP ",["$","code",null,{"children":"get_season_stats"}]," response."]}],["$","p",null,{"children":[["$","strong",null,{"children":"Twelve consistency contracts"}]," cover both layers of this. P1-P6 enforce DATA-layer parity (canonical snapshot vs independent ball-walk vs published claims). P7-P12 enforce PRESENTATION-layer parity (every renderer binds to canonical projectors, every metric carries an explicit label, every leader has a roster slug). Both suites run every 2h via the quality-gates cron AND on every ",["$","code",null,{"children":"npm run prebuild"}],"; a failed contract fails the deploy. Live state with current details is at"," ",["$","$L3",null,{"href":"/trust","children":"/trust"}],"."]}],["$","p",null,{"children":[["$","strong",null,{"children":"Sample-size floors"}]," are enforced at the projector layer per doctrine §3.1:"]}],["$","ul",null,{"children":[["$","li",null,{"children":"≥30 deliveries faced for batting strike-rate claims"}],["$","li",null,{"children":"≥15 deliveries bowled for bowling-economy claims"}],["$","li",null,{"children":"≥3 innings batted for ducks / single-digit-out claims"}],["$","li",null,{"children":"≥3 matches per bucket for session-split (afternoon vs evening) team claims"}],["$","li",null,{"children":"≥3 fixtures at a venue for per-venue aggregated claims"}],["$","li",null,{"children":"≥3 matches as captain for captain win-rate claims"}],["$","li",null,{"children":"≥5 deliveries for batter-vs-bowler head-to-head claims"}],["$","li",null,{"children":"≥5 captured fixtures for team aggregate win-rate claims"}]]}],["$","p",null,{"children":["Sub-floor data is either suppressed entirely OR rendered with explicit \"sub-floor\" disclosure tags — never silently surfaced as a clean comparable. 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The MCP"," ",["$","code",null,{"children":"get_season_stats"}]," response carries an explicit"," ",["$","code",null,{"children":"dropped_catches: NOT SURFACED"}]," disclosure so an LLM asking the question gets an honest \"not available\" rather than a fabricated count."]}],["$","h3",null,{"children":"How pages are attributed"}],["$","p",null,{"children":"Each page emits the JSON-LD entities appropriate to its type:"}],["$","ul",null,{"children":[["$","li",null,{"children":[["$","strong",null,{"children":"Profile + claim pages"}]," emit five blocks —"," ",["$","em",null,{"children":"Person"}]," (with ",["$","code",null,{"children":"sameAs"}]," links to verified Wikipedia, Wikidata, ESPNcricinfo, and official social profiles),"," ",["$","em",null,{"children":"Article"}]," (player as ",["$","code",null,{"children":"author"}],", ","CricketStudio"," as"," ",["$","code",null,{"children":"publisher"}],"), ",["$","em",null,{"children":"ClaimReview"}]," (literal claim sentence), ",["$","em",null,{"children":"Dataset"}]," (underlying ball-by-ball aggregate), and ",["$","em",null,{"children":"FAQPage"}]," (Q/A pairs that mirror the visible FAQ section per Google rich-results policy)."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Match pages"}]," emit ",["$","em",null,{"children":"SportsEvent"}]," +"," ",["$","em",null,{"children":"Article"}]," + ",["$","em",null,{"children":"FAQPage"}],"; the article is org-authored since match recaps are aggregated automatically."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Trend pages"}]," emit ",["$","em",null,{"children":"Article"}]," + ",["$","em",null,{"children":"FAQPage"}]," ","(org-authored)."]}],["$","li",null,{"children":[["$","strong",null,{"children":"Index + standings + about pages"}]," emit"," ",["$","em",null,{"children":"CollectionPage"}]," + ",["$","em",null,{"children":"ItemList"}]," (or"," ",["$","em",null,{"children":"AboutPage"}],") so retrieval surfaces have a structured way to walk the surface area."]}]]}],["$","p",null,{"children":"For player-authored content this is what we call \"Level 2 player-attributed\" — the player is the named author of the page, and CricketStudio is the publisher of record."}],["$","h3",null,{"children":"What we won't publish"}],["$","p",null,{"children":"We don't publish hand-typed claim values dressed up as live data. The publication pipeline carries a hard build-time guard that refuses to ship to production if any claim on the site is marked as a development sample. We don't reproduce broadcast images, ESPNcricinfo article prose, or copyrighted commentary. We don't speculate about injuries, team selection, or off-field controversies."}],["$","h3",null,{"id":"for-developers","children":"For developers + AI builders"}],["$","p",null,{"children":"CricketStudio publishes its data three ways:"}],["$","ul",null,{"children":[["$","li",null,{"children":[["$","strong",null,{"children":["$","$L3",null,{"href":"/developers","children":"npm package — cricketstudio-mcp"}]}]," — the MCP server is ",["$","strong",null,{"children":["live on npm (v","1.6.0",")"]}],". ",57," tools, bundled data snapshot, works offline, no API key required, free forever. Wire it into Claude Desktop, Claude Code, Cursor, or any MCP-compatible client in one line:",["$","br",null,{}],["$","code",null,{"style":{"display":"inline-block","marginTop":"0.4rem","padding":"0.25rem 0.6rem","background":"rgba(244,237,224,0.08)","borderRadius":"4px","fontSize":"0.88rem"},"children":"npx cricketstudio-mcp"}],["$","br",null,{}],["$","span",null,{"style":{"fontSize":"0.88rem","color":"var(--ink-soft)"},"children":["Listed on the"," ",["$","a",null,{"href":"https://registry.modelcontextprotocol.io/servers/io.github.i-m-arul-cricketstudio-mcp","rel":"noopener external","children":"Official MCP Registry"}],","," ",["$","a",null,{"href":"https://www.npmjs.com/package/cricketstudio-mcp","rel":"noopener external","children":"npmjs.com"}],","," ","PulseMCP, Glama, and mcp.so."]}]," ","The newest tool, ",["$","code",null,{"children":"get_ipl_leaderboard"}],", exposes all 35 IPL career leaderboards (batting avg, bowling avg, maiden overs, hat-tricks, fastest 50/100, phase splits, and more). Every response carries a ",["$","code",null,{"children":"dataAsOf"}]," timestamp so the LLM can disclose freshness in the same breath as the data."," ",["$","$L3",null,{"href":"/developers","children":"Full install guide →"}]]}],["$","li",null,{"children":[["$","strong",null,{"children":["$","$L3",null,{"href":"/api-docs","children":"REST API"}]}]," — every canonical URL above also returns JSON via ",["$","code",null,{"children":"?format=json"}],". Free Hobbyist tier; metered tiers from $49/mo."]}],["$","li",null,{"children":[["$","strong",null,{"children":["$","$L3",null,{"href":"/ask","children":"BYOK Chat (waitlist)"}]}]," — bring your own Claude/OpenAI/Gemini key, chat with cricket data in your browser. 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