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Maddie Elwell › named question

DossierThrough 2026-09-01

How did Maddie Elwell's observed-role agreement change across the 2022–2023 NWSL regular seasons?

Maddie Elwell's observed-role agreement was unchanged from 100% in 2022 to 100% in 2023. The model evaluated 1 2023 starts and found 0 depth tensions. No alternative observed role was recorded for Maddie Elwell in 2023.

1-minute read · evidence attached
Identity and trust
Document
dossier-d4af5d9b9171ea87
Definition
definition-d6164203bd869e1c2d31ac5f0caba528f7b40044d0338f97dc4ee16dd2c33daf
Definition hash
d6164203bd869e1c2d31ac5f0caba528f7b40044d0338f97dc4ee16dd2c33daf
Analytical run
38fe7103d896e7b2f0e4dc0da2e69b6850d2025c19cc082d6b513ca7604023e8
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

Maddie Elwell's observed-role agreement was unchanged from 100% in 2022 to 100% in 2023. The model evaluated 1 2023 starts and found 0 depth tensions. No alternative observed role was recorded for Maddie Elwell in 2023.

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

What mattersEvidence-backed summary

  1. Modeled

    Maddie Elwell's observed-role agreement was unchanged from 100% in 2022 to 100% in 2023. The model evaluated 1 2023 starts and found 0 depth tensions. No alternative observed role was recorded for Maddie Elwell in 2023.

    The sequence distinguishes Maddie Elwell'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°
    2022440No alternative role recorded01000.73
    2023110No alternative role recorded01000.95
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

Maddie Elwell's observed-role model output by NWSL regular season.

Workflow evidence. Maddie Elwell's observed-role model output by NWSL regular season.
2022440No alternative role recorded01000.73
2023110No alternative role recorded01000.95

Maddie Elwell'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 Maddie Elwell, the named 2023 NWSL regular season scope, and a validated return destination.