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Sophie Hirst › named question

DossierThrough 2026-09-01

How did Sophie Hirst's observed-role agreement change across the 2023–2025 NWSL regular seasons?

Sophie Hirst's observed-role agreement decreased from 62.5% in 2023 to 33.3% in 2024. The model evaluated 3 2024 starts and found 2 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 2 starts.

1-minute read · evidence attached
Identity and trust
Document
dossier-f2a78fa0a2920b79
Definition
definition-9dbfd1c9de4446f3f8b066fa205bc244815a125a33cf7231ebc5781e7aa45cbf
Definition hash
9dbfd1c9de4446f3f8b066fa205bc244815a125a33cf7231ebc5781e7aa45cbf
Analytical run
1d38aee8a28a61ed8862ac24f1fc56f5da75c89885aab501febd4e226f804491
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

Sophie Hirst's observed-role agreement decreased from 62.5% in 2023 to 33.3% in 2024. The model evaluated 3 2024 starts and found 2 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 2 starts.

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

What mattersEvidence-backed summary

  1. Modeled

    Sophie Hirst's observed-role agreement decreased from 62.5% in 2023 to 33.3% in 2024. The model evaluated 3 2024 starts and found 2 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 2 starts.

    The sequence distinguishes Sophie Hirst'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°
    2023853deep-lying midfielder362.50.88
    2024312deep-lying midfielder233.30.74
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

Sophie Hirst's observed-role model output by NWSL regular season.

Workflow evidence. Sophie Hirst's observed-role model output by NWSL regular season.
2023853deep-lying midfielder362.50.88
2024312deep-lying midfielder233.30.74

Sophie Hirst'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 Sophie Hirst, the named 2025 NWSL regular season scope, and a validated return destination.