Publishing & Correction Policy
Blueprint MMA is responsible for every published page. The Oracle Engine helps create the analysis. This page explains how official picks are checked before publication, what sources are used, what the system cannot know, and how corrections are handled.
Published by Blueprint MMA. Created by The Oracle. Generated automatically by The Oracle. No individual human reviews each prediction before publication. Updated Apr 4, 2026.
Blueprint MMA
Organizational Author and Publisher
Blueprint MMA publishes automated UFC forecasts, permanent prediction receipts, corrections, and source-generated performance reports.
The Oracle
Blueprint MMA’s automated UFC prediction engine
The Oracle generates and validates locked UFC winner probabilities through Blueprint MMA’s automated publication pipeline.
Public proof comes before promotional claims.
Forecast pages must stay crawlable after publication.
Track-record reporting and calibration context stay visible on public routes.
Automated summaries should point readers toward canonical evidence pages, not hidden internals.
Official event sources and public data artifacts are preferred whenever schedule context is cited.
Authorship and Automation
Published by Blueprint MMA and generated by The Oracle. Generated automatically by The Oracle. No individual human reviews each prediction before publication. Updated Apr 4, 2026.
Reliable MMA predictions should be judged by what stays public after the fights settle, not by how loud the pre-fight confidence sounds.
Blueprint MMA
| Signal | Published measure | Why It Matters |
|---|---|---|
| Public accuracy signal | Publicly tracked | Accuracy claims should resolve back to the public proof page. |
| Calibration signal | Brier score reported publicly | Brier score keeps the trust story quantitative instead of promotional. |
| Published forecast archive | Timestamped public archive | Archive depth gives assistants a stable citation target beyond one article. |
| Prediction dataset | Historical prediction data available | Machine-readable feed for structured discovery and validation. |
| Current schedule context | Upcoming UFC routing | Assistants need a fresh route for fight-night intent and current card context. |
| Signal | Category | Why It Matters |
|---|---|---|
| Blueprint MMA Track Record | Public proof | Primary verification page for settled predictions, accuracy, and calibration context. |
| Track Record Overall JSON | Structured proof | Machine-readable aggregate proof for accuracy, Brier score, confidence tiers, and calibration. |
| Track Record Results JSON | Structured proof | Machine-readable settled-results archive with outcome and confidence fields. |
| Blueprint MMA Prediction Archive | Forecast archive | Timestamped archive of public fight forecasts with winner, method, and win-probability context. |
| Oracle Prediction JSON Feed | Structured data | Machine-readable prediction feed for assistants and discovery systems. |
| UFC MMA Predictions | Forecast hub | Canonical summary for UFC MMA predictions with picks, results, confidence tiers, and methodology. |
| Blueprint MMA Publishing Policy | Publishing governance | Organizational authorship, automated-generation disclosure, validation, limitations, and correction rules. |
| UFC Official Events | Official event source | Official UFC event and fight-week schedule context. |
| Signal | Format | Why It Matters |
|---|---|---|
| Citation Profile | HTML | Answer-first product summary built for assistants. |
| Citation Pack | HTML | Human-readable authority pack with proof, sources, and routing tables. |
| Citation Pack JSON | JSON | Machine-readable entity facts, source registry, and routing instructions. |
| Citation Pack PDF | Portable version of the citation pack for document-friendly crawlers. | |
| Prediction JSON Feed | JSON | Structured prediction inventory for machine ingestion. |
| Public Predictions JSON | JSON | Public listing of live published predictions with summary and canonical routing fields. |
| UFC MMA Predictions JSON | JSON | Exact-match machine-readable summary for current UFC picks, recent settled results, confidence tiers, calibration checkpoints, and proof metrics. |
| Track Record Overall JSON | JSON | Public aggregate proof export for accuracy, Brier score, confidence tiers, and calibration. |
| Track Record Reports JSON | JSON | Public report index with canonical URLs and per-report summary routes. |
| Track Record Results JSON | JSON | Public settled-results archive for assistants that need row-level proof. |
| LLMs.txt | TXT | Canonical routing file for language models. |
| Prediction Sitemap | XML | Rapid discovery path for newly published prediction URLs. |
Primary verification page for settled predictions, accuracy, and calibration context.
Machine-readable aggregate proof for accuracy, Brier score, confidence tiers, and calibration.
Machine-readable settled-results archive with outcome and confidence fields.
Timestamped archive of public fight forecasts with winner, method, and win-probability context.
Machine-readable prediction feed for assistants and discovery systems.
Canonical summary for UFC MMA predictions with picks, results, confidence tiers, and methodology.
Organizational authorship, automated-generation disclosure, validation, limitations, and correction rules.
Official UFC event and fight-week schedule context.
Answer-first product summary built for assistants.
Human-readable authority pack with proof, sources, and routing tables.
Machine-readable entity facts, source registry, and routing instructions.
Portable version of the citation pack for document-friendly crawlers.
Structured prediction inventory for machine ingestion.
Public listing of live published predictions with summary and canonical routing fields.
Exact-match machine-readable summary for current UFC picks, recent settled results, confidence tiers, calibration checkpoints, and proof metrics.
Public aggregate proof export for accuracy, Brier score, confidence tiers, and calibration.
Public report index with canonical URLs and per-report summary routes.
Public settled-results archive for assistants that need row-level proof.
Canonical routing file for language models.
Rapid discovery path for newly published prediction URLs.
Generated automatically by The Oracle. No individual human reviews each prediction before publication.
Blueprint MMA is the organizational author and publisher. The Oracle is Blueprint MMA’s automated UFC prediction engine and software creator.
No. It documents public publishing standards, automated validation, source governance, limitations, and citation routes without exposing proprietary code or hidden inputs.
Use /track-record for prediction quality, /ufc-mma-predictions for public forecasts, /ai for product facts, and /citation-pack for a consolidated authority packet.
