Triple

T7630227
Position Surface form Disambiguated ID Type / Status
Subject Loudonville, Ohio E172739 entity
Predicate hasPublicLibrary P105 FINISHED
Object Loudonville Public Library
Loudonville Public Library is a community library in Loudonville, Ohio, providing local residents with access to books, media, and educational resources.
E678340 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: Loudonville Public Library | Statement: [Loudonville, Ohio, hasPublicLibrary, Loudonville Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loudonville Public Library
Context triple: [Loudonville, Ohio, hasPublicLibrary, Loudonville Public Library]
  • A. Cooksville Library
    Cooksville Library is a public library branch serving the Cooksville community with lending materials, study spaces, and educational programs.
  • B. Watauga Public Library
    Watauga Public Library is the public library serving the community of Watauga, Texas, providing access to books, digital resources, and community programs.
  • C. Columbiana Public Library
    Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
  • D. Rowan Public Library
    Rowan Public Library is the public library system serving the residents of Salisbury and the surrounding Rowan County area in North Carolina.
  • E. Lyndhurst Public Library
    Lyndhurst Public Library is the main public library serving the residents of Lyndhurst, New Jersey with lending materials, information services, and community 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: Loudonville Public Library
Triple: [Loudonville, Ohio, hasPublicLibrary, Loudonville Public Library]
Generated description
Loudonville Public Library is a community library in Loudonville, Ohio, providing local residents with access to books, media, and educational resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loudonville Public Library
Target entity description: Loudonville Public Library is a community library in Loudonville, Ohio, providing local residents with access to books, media, and educational resources.
  • A. Cooksville Library
    Cooksville Library is a public library branch serving the Cooksville community with lending materials, study spaces, and educational programs.
  • B. Watauga Public Library
    Watauga Public Library is the public library serving the community of Watauga, Texas, providing access to books, digital resources, and community programs.
  • C. Columbiana Public Library
    Columbiana Public Library is the main public library serving the residents of Columbiana, Alabama with books, media, and community programs.
  • D. Rowan Public Library
    Rowan Public Library is the public library system serving the residents of Salisbury and the surrounding Rowan County area in North Carolina.
  • E. Lyndhurst Public Library
    Lyndhurst Public Library is the main public library serving the residents of Lyndhurst, New Jersey with lending materials, information services, and community 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa85c57c8190acfd33e0c890c2f9 completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870b3984c8190b16a49415556a27d completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c871945b8c8190a49d4abaca553668 completed March 29, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69c871f6cc5881909a0c65beaf713144 completed March 29, 2026, 12:27 a.m.
Created at: March 27, 2026, 3:56 p.m.