Historical backtest · 2022–2026

Test the hard cases
before ranking anyone.

These twelve clusters were chosen to expose bad rules: private process claims, changing injury information, false corroboration, loaded headlines, direct denials, tiny lead times and unresolved outcomes.

2022–2024Development

Definitions and candidate weights may change.

2025Validation

Evaluate a frozen candidate methodology.

2026Holdout

One final test; no tuning against results.

Stage 1 / Stress test

Twelve reporting clusters.
No pre-judged grades.

Each case starts as a source-preservation and classification exercise. Reviewers split and classify claims before the outcome packet is revealed.

01
2022
Injury / availability

Dak Prescott thumb timeline

Tests evolving medical estimates, time ranges and superseded information.

Selected
02
2022
Interest vs. outcome

Odell Beckham Jr. visit

Separates a verified visit from talks, readiness, expected signing and inference.

Selected
03
2023
Clean transaction

Brandin Cooks trade

A control case for compensation, lead time and official confirmation.

Selected
04
2023
Source timing

Trey Lance surprise trade

Tests simultaneous reports, exact compensation and a short confirmation window.

Selected
05
2024
Contradictory evidence

Mike Zimmer–Rex Ryan sequence

Expected hire, public dispute, renewed contact and final agreement.

Selected
06
2024
Speculation laundering

Derrick Henry–Dallas narrative

Traces how an obvious fit can become a claim of contact without a reporting root.

Selected
07
2024
Negotiation

CeeDee Lamb extension

Tests holdout updates, terms, deadlines and a long aggregation cycle.

Selected
08
2024
Atomic terms

Dak Prescott extension

Separates years, dollars, guarantees and agreement timing.

Selected
09
2025
Joint reporting

Micah Parsons Packers trade

A same-day sequence with joint bylines, compensation and disputed guarantees.

Selected
10
2025
Denials and roots

Maxx Crosby contact claims

Tests local denials, direct questions and whether no trade proves anything.

Selected
11
2025
Vague-to-specific

Quinnen Williams deadline trade

Moves from Jerry Jones’s tease to specific sourced terms and confirmation.

Selected
12
2026
Holdout / unresolved

George Pickens trade-call rumors

Tests time-scoped denials, proposals, current uncertainty and restraint.

Selected

Stage 2 / Protocol

Outcome-blind
where it counts.

  1. 01

    Preserve the sourceSave wording, timestamps, bylines and lawful excerpts.

  2. 02

    Split the claimsTwo reviewers define atomic propositions before outcomes.

  3. 03

    Map the chainFind roots, derivatives and truly independent corroboration.

  4. 04

    Reveal evidenceResolve and score only after classification is locked.

  5. 05

    Audit disagreementKeep both codings and a written adjudication.

Stage 3 / Launch gates

What must be true before v1.0

250+development claims
75+validation claims
40target holdout claims
85%qualification agreement

Reporter rankings remain provisional until minimum samples, reviewer agreement, source preservation and calibration reporting all pass.