Triple

T5371053
Position Surface form Disambiguated ID Type / Status
Subject Greensburg, Pennsylvania E108849 entity
Predicate hasLibrary P35 FINISHED
Object Greensburg Hempfield Area Library
Greensburg Hempfield Area Library is a public library serving the residents of Greensburg and Hempfield Township in Westmoreland County, Pennsylvania, providing access to books, media, and community programs.
E515789 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: Greensburg Hempfield Area Library | Statement: [Greensburg, Pennsylvania, hasLibrary, Greensburg Hempfield Area Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Greensburg Hempfield Area Library
Context triple: [Greensburg, Pennsylvania, hasLibrary, Greensburg Hempfield Area Library]
  • A. West Branch Public Library
    West Branch Public Library is the public library serving the community of West Branch, Iowa, providing access to books, media, and educational resources.
  • B. Montgomery County-Norristown Public Library
    The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community resources.
  • C. University Park Public Library
    University Park Public Library is a community library serving the residents of University Park with access to books, media, and educational resources.
  • D. Winfield Public Library
    Winfield Public Library is the community library serving residents of Winfield, Illinois with books, media, and public programs.
  • E. West Chester Public Library
    West Chester Public Library is a community-focused public library in West Chester, Pennsylvania, providing residents with access to books, digital resources, and educational 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: Greensburg Hempfield Area Library
Triple: [Greensburg, Pennsylvania, hasLibrary, Greensburg Hempfield Area Library]
Generated description
Greensburg Hempfield Area Library is a public library serving the residents of Greensburg and Hempfield Township in Westmoreland County, Pennsylvania, providing access to books, media, and community programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Greensburg Hempfield Area Library
Target entity description: Greensburg Hempfield Area Library is a public library serving the residents of Greensburg and Hempfield Township in Westmoreland County, Pennsylvania, providing access to books, media, and community programs.
  • A. West Branch Public Library
    West Branch Public Library is the public library serving the community of West Branch, Iowa, providing access to books, media, and educational resources.
  • B. Montgomery County-Norristown Public Library
    The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community resources.
  • C. University Park Public Library
    University Park Public Library is a community library serving the residents of University Park with access to books, media, and educational resources.
  • D. Winfield Public Library
    Winfield Public Library is the community library serving residents of Winfield, Illinois with books, media, and public programs.
  • E. West Chester Public Library
    West Chester Public Library is a community-focused public library in West Chester, Pennsylvania, providing residents with access to books, digital resources, and educational 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_69bd440c77948190aad2a5f39b7b80f5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd8688b7488190a57baedd52a11b1a completed March 20, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf29307cc481908fa4d8b52711bbd4 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf29d11d2c819095ce493c8866f624 completed March 21, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69bf2aa2a1688190bc41eb5e259d7d1f completed March 21, 2026, 11:32 p.m.
Created at: March 20, 2026, 2:02 p.m.