Triple

T7590527
Position Surface form Disambiguated ID Type / Status
Subject Johnstown, New York, United States E179723 entity
Predicate hasPublicInstitution P8853 FINISHED
Object 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.
E675304 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: Johnstown Public Library | Statement: [Johnstown, New York, United States, hasPublicInstitution, Johnstown Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnstown Public Library
Context triple: [Johnstown, New York, United States, hasPublicInstitution, Johnstown Public Library]
  • A. 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.
  • B. Columbiana Public Library
    Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
  • C. Pittsburg Public Library
    Pittsburg Public Library is the main public library serving the community of Pittsburg, Kansas, providing access to books, digital resources, and educational programs.
  • D. Greenfield Public Library
    Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
  • E. Penfield Library
    Penfield Library is the main academic library at SUNY Oswego, providing research resources, study spaces, and information services to the university community.
  • 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: Johnstown Public Library
Triple: [Johnstown, New York, United States, hasPublicInstitution, Johnstown Public Library]
Generated description
Johnstown Public Library is a community library in Johnstown, New York that provides local residents with access to books, media, and educational services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnstown Public Library
Target entity description: Johnstown Public Library is a community library in Johnstown, New York that provides local residents with access to books, media, and educational services.
  • A. 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.
  • B. Columbiana Public Library
    Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
  • C. Pittsburg Public Library
    Pittsburg Public Library is the main public library serving the community of Pittsburg, Kansas, providing access to books, digital resources, and educational programs.
  • D. Greenfield Public Library
    Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
  • E. Penfield Library
    Penfield Library is the main academic library at SUNY Oswego, providing research resources, study spaces, and information services to the university community.
  • 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_69c69f335248819093c1006f30513708 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9b615f481908b2fe7e8aaed81bc completed March 27, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86192b5d88190b0a02cf303462bfb completed March 28, 2026, 11:17 p.m.
NEDg Description generation batch_69c8628d252c8190bc67e90f497f1ada completed March 28, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_69c8631e5c2c8190b1c593ca9bbf039c completed March 28, 2026, 11:24 p.m.
Created at: March 27, 2026, 3:53 p.m.