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Ali Riley › named question

DossierThrough 2026-09-01

How did Ali Riley's observed-role agreement change across the 2021–2025 NWSL regular seasons?

Ali Riley's observed-role agreement was unchanged from 100% in 2021 to 100% in 2024. The model evaluated 3 2024 starts and found 0 depth tensions. No alternative observed role was recorded for Ali Riley in 2024.

1-minute read · evidence attached
Identity and trust
Document
dossier-3575c8a92c44cb4e
Definition
definition-c7e293a3239a62b012ba0c5def186fe70ae3a7b226caea540d3180636a796efe
Definition hash
c7e293a3239a62b012ba0c5def186fe70ae3a7b226caea540d3180636a796efe
Analytical run
a932e6bec2be2e8db834c15f64d7dd259384553e3d884a6a0b11b27448545858
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

Ali Riley's observed-role agreement was unchanged from 100% in 2021 to 100% in 2024. The model evaluated 3 2024 starts and found 0 depth tensions. No alternative observed role was recorded for Ali Riley in 2024.

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

What mattersEvidence-backed summary

  1. Modeled

    Ali Riley's observed-role agreement was unchanged from 100% in 2021 to 100% in 2024. The model evaluated 3 2024 starts and found 0 depth tensions. No alternative observed role was recorded for Ali Riley in 2024.

    The sequence distinguishes Ali Riley'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°
    202118180No alternative role recorded01000.96
    202219190No alternative role recorded01000.99
    202314140No alternative role recorded01000.96
    2024330No alternative role recorded01000.92
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

Ali Riley's observed-role model output by NWSL regular season.

Workflow evidence. Ali Riley's observed-role model output by NWSL regular season.
202118180No alternative role recorded01000.96
202219190No alternative role recorded01000.99
202314140No alternative role recorded01000.96
2024330No alternative role recorded01000.92

Ali Riley's observed-role agreement by season

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

Metric definitions

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Every next question keeps Ali Riley, the named 2025 NWSL regular season scope, and a validated return destination.

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