Triple

T8401286
Position Surface form Disambiguated ID Type / Status
Subject Hurst, Texas E198376 entity
Predicate hasPublicFacility P12416 FINISHED
Object Hurst Public Library
Hurst Public Library is a community library in Hurst, Texas that provides residents with access to books, digital resources, and educational programs.
 E732440 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: Hurst Public Library | Statement: [Hurst, Texas, hasPublicFacility, Hurst Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hurst Public Library
Context triple: [Hurst, Texas, hasPublicFacility, Hurst Public Library]
  • A. 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.
  • B. Holmes Public Library
    Holmes Public Library is the public library serving the community of Kingston, Massachusetts, providing local residents with access to books, media, and educational resources.
  • C. Hawkins Public Library
    Hawkins Public Library is the public library serving the residents of Hawkins, Indiana, providing access to books, media, and community resources.
  • D. Bennett Martin Public Library
    Bennett Martin Public Library is the main downtown branch and central hub of the Lincoln City Libraries system in Lincoln, Nebraska.
  • E. Forest Park Public Library
    Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
  • 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: Hurst Public Library
Triple: [Hurst, Texas, hasPublicFacility, Hurst Public Library]
Generated description
Hurst Public Library is a community library in Hurst, Texas that provides residents with access to books, digital resources, and educational programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hurst Public Library
Target entity description: Hurst Public Library is a community library in Hurst, Texas that provides residents with access to books, digital resources, and educational programs.
  • A. 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.
  • B. Holmes Public Library
    Holmes Public Library is the public library serving the community of Kingston, Massachusetts, providing local residents with access to books, media, and educational resources.
  • C. Hawkins Public Library
    Hawkins Public Library is the public library serving the residents of Hawkins, Indiana, providing access to books, media, and community resources.
  • D. Bennett Martin Public Library
    Bennett Martin Public Library is the main downtown branch and central hub of the Lincoln City Libraries system in Lincoln, Nebraska.
  • E. Forest Park Public Library
    Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
  • 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_69ca8310df9c8190b25f16161cca3e41 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb824da3148190bfa3a1abfdfa02de completed March 31, 2026, 8:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce02e129bc819081e6ea2dd43becba completed April 2, 2026, 5:47 a.m.
NEDg Description generation batch_69ce077f25648190b9a95fb72f5b4f8c completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce08e192088190ad8170b1bedd568d completed April 2, 2026, 6:12 a.m.
Created at: March 30, 2026, 6:04 p.m.