Triple

T3351956

Position	Surface form	Disambiguated ID	Type / Status
Subject	Carrboro, North Carolina	`E70515`	entity
Predicate	hasPublicLibrary	`P105`	FINISHED
Object	Orange County Public Library – Carrboro branch The Orange County Public Library – Carrboro branch is a local public library serving the Carrboro, North Carolina community with lending materials, programs, and information services.	`E351624`	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: Orange County Public Library – Carrboro branch | Statement: [Carrboro, North Carolina, hasPublicLibrary, Orange County Public Library – Carrboro branch]

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

Target entity: Orange County Public Library – Carrboro branch
Context triple: [Carrboro, North Carolina, hasPublicLibrary, Orange County Public Library – Carrboro branch]

A. Chapel Hill Public Library
Chapel Hill Public Library is the main public library serving the residents of Chapel Hill, North Carolina with lending collections, community programs, and information services.
B. Wake Forest Community Library
Wake Forest Community Library is a public library serving the town of Wake Forest, North Carolina, offering lending materials, community programs, and access to information resources.
C. 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.
D. Caldwell County Public Library (Lenoir branch)
The Caldwell County Public Library (Lenoir branch) is the main public library serving residents of Lenoir and the surrounding areas of Caldwell County, North Carolina, offering lending services, community programs, and access to information resources.
E. Cary Memorial Library
Cary Memorial Library is the main public library serving the town of Lexington, Massachusetts, providing community access to books, media, and educational resources.
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: Orange County Public Library – Carrboro branch
Triple: [Carrboro, North Carolina, hasPublicLibrary, Orange County Public Library – Carrboro branch]

Generated description

The Orange County Public Library – Carrboro branch is a local public library serving the Carrboro, North Carolina community with lending materials, programs, and information services.

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

Target entity: Orange County Public Library – Carrboro branch
Target entity description: The Orange County Public Library – Carrboro branch is a local public library serving the Carrboro, North Carolina community with lending materials, programs, and information services.

A. Chapel Hill Public Library
Chapel Hill Public Library is the main public library serving the residents of Chapel Hill, North Carolina with lending collections, community programs, and information services.
B. Wake Forest Community Library
Wake Forest Community Library is a public library serving the town of Wake Forest, North Carolina, offering lending materials, community programs, and access to information resources.
C. 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.
D. Caldwell County Public Library (Lenoir branch)
The Caldwell County Public Library (Lenoir branch) is the main public library serving residents of Lenoir and the surrounding areas of Caldwell County, North Carolina, offering lending services, community programs, and access to information resources.
E. Cary Memorial Library
Cary Memorial Library is the main public library serving the town of Lexington, Massachusetts, providing community access to books, media, and educational resources.
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_69ad85a4ef7c8190a29e2bbd6fa454e4`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb221a7d8819086cd0f826eca0fe8`	completed	March 8, 2026, 5:30 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b3252f3f248190bb61db5c4fd2781a`	completed	March 12, 2026, 8:42 p.m.
NEDg	Description generation	`batch_69b3290aa6dc8190bd45ec83094fc23e`	completed	March 12, 2026, 8:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69b32987fdb48190983babe4515c68b4`	completed	March 12, 2026, 9 p.m.

Created at: March 8, 2026, 3:12 p.m.