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Natalia Kuikka › named question

DossierThrough 2026-09-01

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

Natalia Kuikka's observed-role agreement was unchanged from 100% in 2021 to 100% in 2025. The model evaluated 5 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Natalia Kuikka in 2025.

1-minute read · evidence attached
Identity and trust
Document
dossier-5840f16e4cd01df6
Definition
definition-d5f0dfdf119e06d0eb13e5bd3a60b501f40a649145c4304168a24823b3a31ead
Definition hash
d5f0dfdf119e06d0eb13e5bd3a60b501f40a649145c4304168a24823b3a31ead
Analytical run
047e5c5a023ff409928029eec1399e340647dd719112b57f7afd423eb965e44e
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

Natalia Kuikka's observed-role agreement was unchanged from 100% in 2021 to 100% in 2025. The model evaluated 5 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Natalia Kuikka 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

    Natalia Kuikka's observed-role agreement was unchanged from 100% in 2021 to 100% in 2025. The model evaluated 5 2025 starts and found 0 depth tensions. No alternative observed role was recorded for Natalia Kuikka in 2025.

    The sequence distinguishes Natalia Kuikka'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°
    202114140No alternative role recorded01000.98
    202216160No alternative role recorded01000.93
    202320191No alternative role recorded0950.95
    202425250No alternative role recorded01000.97
    2025550No alternative role recorded01000.8
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

Natalia Kuikka's observed-role model output by NWSL regular season.

Workflow evidence. Natalia Kuikka's observed-role model output by NWSL regular season.
202114140No alternative role recorded01000.98
202216160No alternative role recorded01000.93
202320191No alternative role recorded0950.95
202425250No alternative role recorded01000.97
2025550No alternative role recorded01000.8

Natalia Kuikka'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 Natalia Kuikka, the named 2025 NWSL regular season scope, and a validated return destination.