Triple

T20443761
Position Surface form Disambiguated ID Type / Status
Subject Clarion, Pennsylvania E501460 entity
Predicate hasPublicLibrary P105 FINISHED
Object Clarion Free Library
Clarion Free Library is the main public library serving the residents of Clarion, Pennsylvania, providing access to books, media, and community programs.
E1431129 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: Clarion Free Library | Statement: [Clarion, Pennsylvania, hasPublicLibrary, Clarion Free Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clarion Free Library
Context triple: [Clarion, Pennsylvania, hasPublicLibrary, Clarion Free Library]
  • A. Kent Free Library
    Kent Free Library is a public library serving the community of Kent, Ohio with lending materials, programs, and information services.
  • B. Johnstown Public Library
    Johnstown Public Library is a community library in Johnstown, New York that provides local residents with access to books, media, and educational services.
  • C. Turner Free Library
    Turner Free Library is the public library serving the community of Randolph, Massachusetts, providing access to books, media, and local educational resources.
  • D. John Curtis Free Library
    John Curtis Free Library is the public library serving the community of Hanover, Massachusetts, providing access to books, media, and local programs.
  • E. Penn Hills Library
    Penn Hills Library is the public library serving the community of Penn Hills, Pennsylvania, providing 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: Clarion Free Library
Triple: [Clarion, Pennsylvania, hasPublicLibrary, Clarion Free Library]
Generated description
Clarion Free Library is the main public library serving the residents of Clarion, Pennsylvania, providing access to books, media, and community programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clarion Free Library
Target entity description: Clarion Free Library is the main public library serving the residents of Clarion, Pennsylvania, providing access to books, media, and community programs.
  • A. Kent Free Library
    Kent Free Library is a public library serving the community of Kent, Ohio with lending materials, programs, and information services.
  • B. Johnstown Public Library
    Johnstown Public Library is a community library in Johnstown, New York that provides local residents with access to books, media, and educational services.
  • C. Turner Free Library
    Turner Free Library is the public library serving the community of Randolph, Massachusetts, providing access to books, media, and local educational resources.
  • D. John Curtis Free Library
    John Curtis Free Library is the public library serving the community of Hanover, Massachusetts, providing access to books, media, and local programs.
  • E. Penn Hills Library
    Penn Hills Library is the public library serving the community of Penn Hills, Pennsylvania, providing 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_69e0b4ac0a1c81908845d0f8a56abce8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e68cfa7dd08190883a37e3480b152c completed April 20, 2026, 8:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088401774081909ac697258222235b completed May 16, 2026, 2:49 p.m.
NEDg Description generation batch_6a0884aeb868819089de185429e0d99d completed May 16, 2026, 2:52 p.m.
NED2 Entity disambiguation (via description) batch_6a0885a1276c8190bc8a843386d6be6a completed May 16, 2026, 2:56 p.m.
Created at: April 16, 2026, 11:32 a.m.