Triple

T14182274

Position	Surface form	Disambiguated ID	Type / Status
Subject	Blacksburg, Virginia	`E351483`	entity
Predicate	hasPublicLibrary	`P105`	FINISHED
Object	Blacksburg Library (Montgomery-Floyd Regional Library System) Blacksburg Library is a public library serving the town of Blacksburg, Virginia, as part of the Montgomery-Floyd Regional Library System, offering community access to books, media, technology, and educational programs.	`E1083728`	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: Blacksburg Library (Montgomery-Floyd Regional Library System) | Statement: [Blacksburg, Virginia, hasPublicLibrary, Blacksburg Library (Montgomery-Floyd Regional Library System)]

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

Target entity: Blacksburg Library (Montgomery-Floyd Regional Library System)
Context triple: [Blacksburg, Virginia, hasPublicLibrary, Blacksburg Library (Montgomery-Floyd Regional Library System)]

A. Henrico County Public Library
Henrico County Public Library is the public library system serving residents of Henrico County, Virginia, through multiple branches, resources, and community programs.
B. 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.
C. Middleburg-Clay Hill Library
Middleburg-Clay Hill Library is a public library serving the Middleburg and Clay Hill communities in Clay County, Florida, as part of the county’s public library system.
D. Fauquier County Public Library system
The Fauquier County Public Library system is the network of public libraries serving residents of Fauquier County, Virginia, providing access to books, digital resources, and community programs.
E. Loudoun County Public Library
Loudoun County Public Library is the public library system serving residents of Loudoun County, Virginia, providing access to books, digital resources, and community programs through multiple branch locations.
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: Blacksburg Library (Montgomery-Floyd Regional Library System)
Triple: [Blacksburg, Virginia, hasPublicLibrary, Blacksburg Library (Montgomery-Floyd Regional Library System)]

Generated description

Blacksburg Library is a public library serving the town of Blacksburg, Virginia, as part of the Montgomery-Floyd Regional Library System, offering community access to books, media, technology, and educational programs.

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

Target entity: Blacksburg Library (Montgomery-Floyd Regional Library System)
Target entity description: Blacksburg Library is a public library serving the town of Blacksburg, Virginia, as part of the Montgomery-Floyd Regional Library System, offering community access to books, media, technology, and educational programs.

A. Henrico County Public Library
Henrico County Public Library is the public library system serving residents of Henrico County, Virginia, through multiple branches, resources, and community programs.
B. 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.
C. Middleburg-Clay Hill Library
Middleburg-Clay Hill Library is a public library serving the Middleburg and Clay Hill communities in Clay County, Florida, as part of the county’s public library system.
D. Fauquier County Public Library system
The Fauquier County Public Library system is the network of public libraries serving residents of Fauquier County, Virginia, providing access to books, digital resources, and community programs.
E. Loudoun County Public Library
Loudoun County Public Library is the public library system serving residents of Loudoun County, Virginia, providing access to books, digital resources, and community programs through multiple branch locations.
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_69d8278834a08190b0f1784e58d7b99c`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de61ca3ad88190944850c97760dcbf`	completed	April 14, 2026, 3:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fcf8114774819094670dd800a40796`	completed	May 7, 2026, 8:37 p.m.
NEDg	Description generation	`batch_69fd04c17ee881908c84a2d0dbdc491e`	completed	May 7, 2026, 9:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69fd065c9ecc81908ea544f42136e32c`	completed	May 7, 2026, 9:38 p.m.

Created at: April 10, 2026, 1:02 a.m.