Triple

T17063850

Position	Surface form	Disambiguated ID	Type / Status
Subject	Chatham County Public Library – Wren Memorial Library	`E414031`	entity
Predicate	partOf	`P40`	FINISHED
Object	Chatham County Public Libraries Chatham County Public Libraries is a public library system serving residents of Chatham County, North Carolina through multiple branch locations and community services.	`E1248727`	NE FINISHED

How this triple was built (4 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: Chatham County Public Libraries | Statement: [Chatham County Public Library – Wren Memorial Library, partOf, Chatham County Public Libraries]

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

Target entity: Chatham County Public Libraries
Context triple: [Chatham County Public Library – Wren Memorial Library, partOf, Chatham County Public Libraries]

A. Chatham County Public Library – Wren Memorial Library
Chatham County Public Library – Wren Memorial Library is a community public library branch serving residents of Siler City and the surrounding area in Chatham County, North Carolina.
B. Greenville County Library System
The Greenville County Library System is a network of public libraries serving residents of Greenville County, South Carolina with books, digital resources, and community programs.
C. Clayton County Library System
The Clayton County Library System is a public library network serving the residents of Clayton County, Georgia, with access to books, digital resources, and community programs.
D. Davie County Public Library
Davie County Public Library is the main public library system serving residents of Davie County, North Carolina, providing access to books, digital resources, and community programs.
E. Appomattox Regional Library System
The Appomattox Regional Library System is a public library network serving Colonial Heights and surrounding communities in Virginia with access to books, digital resources, and community programs.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Chatham County Public Libraries
Triple: [Chatham County Public Library – Wren Memorial Library, partOf, Chatham County Public Libraries]

Generated description

Chatham County Public Libraries is a public library system serving residents of Chatham County, North Carolina through multiple branch locations and community services.

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

Target entity: Chatham County Public Libraries
Target entity description: Chatham County Public Libraries is a public library system serving residents of Chatham County, North Carolina through multiple branch locations and community services.

A. Chatham County Public Library – Wren Memorial Library
Chatham County Public Library – Wren Memorial Library is a community public library branch serving residents of Siler City and the surrounding area in Chatham County, North Carolina.
B. Greenville County Library System
The Greenville County Library System is a network of public libraries serving residents of Greenville County, South Carolina with books, digital resources, and community programs.
C. Clayton County Library System
The Clayton County Library System is a public library network serving the residents of Clayton County, Georgia, with access to books, digital resources, and community programs.
D. Davie County Public Library
Davie County Public Library is the main public library system serving residents of Davie County, North Carolina, providing access to books, digital resources, and community programs.
E. Appomattox Regional Library System
The Appomattox Regional Library System is a public library network serving Colonial Heights and surrounding communities in Virginia with access to books, digital resources, and community programs.
F. None of above. chosen

Provenance (5 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_69d886cde3d481908d4d01ba88ba7eb7`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3db7f6a6081909bebce3ce925e663`	completed	April 18, 2026, 7:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a01234e9a94819094618ba43b7d22b4`	completed	May 11, 2026, 12:31 a.m.
NEDg	Description generation	`batch_6a01245aa7ec81909fa20befa29f590c`	completed	May 11, 2026, 12:35 a.m.
NED2	Entity disambiguation (via description)	`batch_6a01281c8bf08190a24d77fe6af595f4`	completed	May 11, 2026, 12:51 a.m.

Created at: April 10, 2026, 5:34 a.m.