Triple

T9550906
Position Surface form Disambiguated ID Type / Status
Subject Ada, Oklahoma E230417 entity
Predicate hasLibrary P35 FINISHED
Object Ada Public Library
Ada Public Library is a community public library serving the residents of Ada, Oklahoma with access to books, media, and local programs.
 E810759 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: Ada Public Library | Statement: [Ada, Oklahoma, hasLibrary, Ada Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ada Public Library
Context triple: [Ada, Oklahoma, hasLibrary, Ada Public Library]
  • A. Clinton Public Library
    Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
  • B. Patrick Heath Public Library
    Patrick Heath Public Library is the main public library serving the community of Boerne, Texas, offering lending services, programs, and resources for residents of the area.
  • C. Greenfield Public Library
    Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
  • D. Syosset Public Library
    Syosset Public Library is a community public library serving the residents of Syosset, New York with lending materials, programs, and educational resources.
  • E. Abbot Public Library
    Abbot Public Library is the public library serving the community of Marblehead, Massachusetts, providing access to books, media, and local 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: Ada Public Library
Triple: [Ada, Oklahoma, hasLibrary, Ada Public Library]
Generated description
Ada Public Library is a community public library serving the residents of Ada, Oklahoma with access to books, media, and local programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ada Public Library
Target entity description: Ada Public Library is a community public library serving the residents of Ada, Oklahoma with access to books, media, and local programs.
  • A. Clinton Public Library
    Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
  • B. Patrick Heath Public Library
    Patrick Heath Public Library is the main public library serving the community of Boerne, Texas, offering lending services, programs, and resources for residents of the area.
  • C. Greenfield Public Library
    Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
  • D. Syosset Public Library
    Syosset Public Library is a community public library serving the residents of Syosset, New York with lending materials, programs, and educational resources.
  • E. Abbot Public Library
    Abbot Public Library is the public library serving the community of Marblehead, Massachusetts, providing access to books, media, and local 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_69ca847d3be8819099c9dad2a7e786f1 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd991df7308190a56d95f195627513 completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d178f8f2a48190b06b6128400bd9c2 completed April 4, 2026, 8:47 p.m.
NEDg Description generation batch_69d17a732628819098e50a6ecf47b98c completed April 4, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69d17b16d8008190aa9bc71d470be4e5 completed April 4, 2026, 8:56 p.m.
Created at: March 30, 2026, 8:02 p.m.