Narrative similarity

flag-012 · detected Aug 16, 2026 · raised in the baseline dataset

Under review

Automated detection, human decision

Automated checks flag applications for human review only. No application is rejected, deprioritized, or scored by an automated process. Every status below was set by a named analyst, with a written basis, and is recorded in the audit trail.

Confidence

0.47

Fires at Token overlap at or above 55%

Requested amount

$34.1M

INFRA · OST

Application stage

MERIT REVIEW

28 days in stage

Times reopened

0

Not yet adjudicated

What the check looked at

Token overlap between merit criteria narratives across applications.

The narrative similarity check compares token overlap between merit criteria narratives across applications. It fired on this application at a confidence of 0.47. The structured evidence below is everything the check looked at; the determination is the analyst's.

Evidence	Detail
Compared application	GEMS-2027-340693
Similarity	76% token overlap
Matched criteria	Project Readiness; Economic Competitiveness

Confidence describes how strongly this deterministic check fired against local data. It is not an applicant risk score and is never used to rank or filter applications.

Application under review

This check evaluated a single application against reference data.

Application	GEMS-2027-530892
Applicant	Illinois State Police
Project	Distribution Integrity Management Enhancement (Segment 56)
Requested	$34,100,000
Program	Nationally Significant Multimodal Freight and Highway Projects · OST

Adjudication

A person decides. The decision, the rationale, and any referral are written to the audit trail.

Decision

Recommended actionRequired for a substantiated finding.

Resolution rationale0 / 100 characters minimum

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Applicant history

Context on the organization, so the decision is not made on one signal alone.

Organization	Illinois State Police
Applications	3
Total requested	$366.9M
Prior awards	0
Flags cleared	0
Flags substantiated	0
Flags still open	2

Recent audit entries

This flag and its application.

INTEGRITY_FLAG_RAISED

Aug 11, 2026 · Andre Boone

INTEGRITY_FLAG_RAISED

Aug 6, 2026 · Elaine Salazar

INTEGRITY_FLAG_RAISED

Jul 31, 2026 · Rebecca Rhodes

INTEGRITY_FLAG_RAISED

Jul 10, 2026 · Danielle Marchetti

INTEGRITY_FLAG_RAISED

Jun 23, 2026 · Jonathan Yamashita

INTEGRITY_FLAG_RAISED

Apr 8, 2026 · Rebecca Rhodes

INTEGRITY_FLAG_RAISED

Feb 13, 2026 · Andre Boone