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Haley Hopkins › named question

DossierThrough 2026-09-01

How did Haley Hopkins's observed-role agreement change across the 2023–2026 NWSL regular seasons?

Haley Hopkins's observed-role agreement was unchanged from 100% in 2023 to 100% in 2026. The model evaluated 11 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Haley Hopkins in 2026.

1-minute read · evidence attached
Identity and trust
Document
dossier-ab82eba2fdad2397
Definition
definition-9ba722df8729dd03bfc61dc7f9f1233af4686345e40a8d1fd67217821e9c8df1
Definition hash
9ba722df8729dd03bfc61dc7f9f1233af4686345e40a8d1fd67217821e9c8df1
Analytical run
f93a6ed31d4850d4de5826c998b700d94f624998b6ae8bb98e8ce53132ee5e01
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

Haley Hopkins's observed-role agreement was unchanged from 100% in 2023 to 100% in 2026. The model evaluated 11 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Haley Hopkins in 2026.

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

What mattersEvidence-backed summary

  1. Modeled

    Haley Hopkins's observed-role agreement was unchanged from 100% in 2023 to 100% in 2026. The model evaluated 11 2026 starts and found 0 depth tensions. No alternative observed role was recorded for Haley Hopkins in 2026.

    The sequence distinguishes Haley Hopkins'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°
    2023440No alternative role recorded01000.87
    202418135inverted winger272.20.72
    2025321No alternative role recorded066.70.68
    202611110No alternative role recorded01000.63
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

Haley Hopkins's observed-role model output by NWSL regular season.

Workflow evidence. Haley Hopkins's observed-role model output by NWSL regular season.
2023440No alternative role recorded01000.87
202418135inverted winger272.20.72
2025321No alternative role recorded066.70.68
202611110No alternative role recorded01000.63

Haley Hopkins'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 Haley Hopkins, the named 2026 NWSL regular season scope, and a validated return destination.