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Brooke Elby › named question

DossierThrough 2026-09-01

How did Brooke Elby's observed-role agreement change across the 2016–2019 NWSL regular seasons?

Brooke Elby's observed-role agreement decreased from 72.7% in 2016 to 50% in 2019. The model evaluated 2 2019 starts and found 1 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 1 starts.

1-minute read · evidence attached
Identity and trust
Document
dossier-69e2c090f773af13
Definition
definition-ab96a23fec0e749290c2abd31176d1011200ed85b625e07d1fb145805c470df0
Definition hash
ab96a23fec0e749290c2abd31176d1011200ed85b625e07d1fb145805c470df0
Analytical run
65a971649a24949aeead0d1688444e0699469789246ed4c8ccb08ab7db001546
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

Brooke Elby's observed-role agreement decreased from 72.7% in 2016 to 50% in 2019. The model evaluated 2 2019 starts and found 1 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 1 starts.

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

What mattersEvidence-backed summary

  1. Modeled

    Brooke Elby's observed-role agreement decreased from 72.7% in 2016 to 50% in 2019. The model evaluated 2 2019 starts and found 1 depth tensions. The most frequent alternative observed role was deep-lying midfielder in 1 starts.

    The sequence distinguishes Brooke Elby'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°
    20161183attacking wing-back172.70.87
    20171073deep-lying midfielder2700.77
    2018990No alternative role recorded01000.91
    2019211deep-lying midfielder1500.83
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

Brooke Elby's observed-role model output by NWSL regular season.

Workflow evidence. Brooke Elby's observed-role model output by NWSL regular season.
20161183attacking wing-back172.70.87
20171073deep-lying midfielder2700.77
2018990No alternative role recorded01000.91
2019211deep-lying midfielder1500.83

Brooke Elby'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 Brooke Elby, the named 2019 NWSL regular season scope, and a validated return destination.