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Lauren Flynn › named question

DossierThrough 2026-09-01

How did Lauren Flynn's observed-role agreement change across the 2024–2025 NWSL regular seasons?

Lauren Flynn's observed-role agreement increased from 90% in 2024 to 100% in 2025. The model evaluated 6 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Lauren Flynn in 2025.

1-minute read · evidence attached
Identity and trust
Document
dossier-e9553e0c33e0b7f9
Definition
definition-3cd6005749ea05bbb058d2ac19664c0e7c6b6229b9eaca3fbffd6c19e095dba9
Definition hash
3cd6005749ea05bbb058d2ac19664c0e7c6b6229b9eaca3fbffd6c19e095dba9
Analytical run
f3a587514b41741a2eeb924b42e3929c7a3d70748946f411b405d219d380da16
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

Lauren Flynn's observed-role agreement increased from 90% in 2024 to 100% in 2025. The model evaluated 6 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Lauren Flynn in 2025.

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

What mattersEvidence-backed summary

  1. Modeled

    Lauren Flynn's observed-role agreement increased from 90% in 2024 to 100% in 2025. The model evaluated 6 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Lauren Flynn in 2025.

    The sequence distinguishes Lauren Flynn'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°
    20241091No alternative role recorded0900.96
    2025660No alternative role recorded01000.99
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

Lauren Flynn's observed-role model output by NWSL regular season.

Workflow evidence. Lauren Flynn's observed-role model output by NWSL regular season.
20241091No alternative role recorded0900.96
2025660No alternative role recorded01000.99

Lauren Flynn'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 Lauren Flynn, the named 2025 NWSL regular season scope, and a validated return destination.

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