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Crystal Elaine Marie Thomas › named question

DossierThrough 2026-09-01

How did Crystal Elaine Marie Thomas's observed-role agreement change across the 2019–2021 NWSL regular seasons?

Crystal Elaine Marie Thomas's observed-role agreement increased from 42.9% in 2019 to 100% in 2021. The model evaluated 3 2021 starts and found 0 depth tensions. No alternative observed role was recorded for Crystal Elaine Marie Thomas in 2021.

1-minute read · evidence attached
Identity and trust
Document
dossier-bea01b72bbd40ac9
Definition
definition-fd0b690e55772ffc68a7ba2b9eb8761a135659af7e7a07bbb706dd99f610c064
Definition hash
fd0b690e55772ffc68a7ba2b9eb8761a135659af7e7a07bbb706dd99f610c064
Analytical run
8339288639c28034ca5ed6654161bf3d12fd037861e584220d3e6ecfe63177e4
Outcome
answer
Executed
2026-09-02T16:01:17.481Z
Source authority
deployment_release
Source identity
2026-09-02
Source policy
pinned (2026-09-02)
Source generated
2026-09-02T16:01:17.481Z
Coverage through
2026-09-01
Claim verification
located

Declared answer

Crystal Elaine Marie Thomas's observed-role agreement increased from 42.9% in 2019 to 100% in 2021. The model evaluated 3 2021 starts and found 0 depth tensions. No alternative observed role was recorded for Crystal Elaine Marie Thomas in 2021.

Derived from claim-semantic-contextual-player-observed-role-change · The direct answer restates the located workflow claim.

What mattersEvidence-backed summary

  1. Modeled

    Crystal Elaine Marie Thomas's observed-role agreement increased from 42.9% in 2019 to 100% in 2021. The model evaluated 3 2021 starts and found 0 depth tensions. No alternative observed role was recorded for Crystal Elaine Marie Thomas in 2021.

    The sequence distinguishes Crystal Elaine Marie Thomas's listed position from the model's read of on-ball behavior and shows how the relation changed across seasons.

    Derived from claim-semantic-contextual-player-observed-role-change · This significance statement is derived from the located claim.

    Evidence · Workflow evidenceFull table ↓
    Selected evidence from Workflow evidence.
    SeasonStartsAs assignedRole tensions°Most frequent alternative role°Alternative-role starts°Agreement %°Confidence°
    2019734inverted winger142.90.55
    2021330No alternative role recorded01000.91
In this Dossier

Source authority

deployment release

2026-09-02

pinned

Through 2026-09-01

1 evidence table

Exact evidence located

Every claim points to exact returned rows and fields; semantic verification is not claimed.

The evidence

Site-owned records returned by this workflow. The Dossier renderer preserves their values and scope.

Workflow evidence

Crystal Elaine Marie Thomas's observed-role model output by NWSL regular season.

Workflow evidence. Crystal Elaine Marie Thomas's observed-role model output by NWSL regular season.
2019734inverted winger142.90.55
2021330No alternative role recorded01000.91

Crystal Elaine Marie Thomas's observed-role agreement by season

Share of modeled starts where observed role matched the assigned depth.

Metric definitions

Continue exploring

Every next question keeps Crystal Elaine Marie Thomas, the named 2021 NWSL regular season scope, and a validated return destination.