Triple

T23217069

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marshall, Missouri	`E580774`	entity
Predicate	hasPublicLibrary	`P105`	FINISHED
Object	Marshall Public Library	`—`	NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Marshall Public Library | Statement: [Marshall, Missouri, hasPublicLibrary, Marshall Public Library]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Marshall Public Library
Context triple: [Marshall, Missouri, hasPublicLibrary, Marshall Public Library]

A. Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Ohio, providing access to books, digital resources, and community programs.
B. Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Iowa with lending, educational, and community services.
C. Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Indiana with lending materials, community programs, and information services.
D. Plumb Memorial Library
Plumb Memorial Library is the main public library serving the community of Shelton, Connecticut, providing access to books, media, and local programs.
E. Spillman Public Library
Spillman Public Library is the community public library serving residents of North Fond du Lac, Wisconsin, providing access to books, media, and local programs.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Marshall Public Library
Target entity description: Marshall Public Library is the main public library serving the residents of Marshall, Missouri with lending, research, and community programs.

A. Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Iowa with lending, educational, and community services.
B. Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Ohio, providing access to books, digital resources, and community programs.
C. Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Indiana with lending materials, community programs, and information services.
D. Plumb Memorial Library
Plumb Memorial Library is the main public library serving the community of Shelton, Connecticut, providing access to books, media, and local programs.
E. Spillman Public Library
Spillman Public Library is the community public library serving residents of North Fond du Lac, Wisconsin, providing access to books, media, and local programs.
F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69e2460389408190be74f41d217799a9`	completed	April 17, 2026, 2:38 p.m.
NER	Named-entity recognition	`batch_69f19165949c81908e4d66a8a2b0a25a`	completed	April 29, 2026, 5:04 a.m.

Created at: April 17, 2026, 4:08 p.m.