Triple

T7528118
Position Surface form Disambiguated ID Type / Status
Subject Bonham, Texas E177947 entity
Predicate hasLibrary P35 FINISHED
Object Bonham Public Library
Bonham Public Library is the main public library serving the residents of Bonham, Texas with lending, educational, and community services.
 E669735 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: Bonham Public Library | Statement: [Bonham, Texas, hasLibrary, Bonham Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bonham Public Library
Context triple: [Bonham, Texas, hasLibrary, Bonham Public Library]
  • A. Crowell Public Library
    Crowell Public Library is the main public library serving the community of San Marino, California, offering lending services, programs, and resources to local residents.
  • B. Highland Park Public Library
    Highland Park Public Library is the main public library serving the community of Highland Park, Illinois, providing access to books, media, educational programs, and community services.
  • C. Highland Village Public Library
    Highland Village Public Library is the community public library serving residents of Highland Village, Texas with lending materials, programs, and information services.
  • D. Birchard Public Library
    Birchard Public Library is the main public library serving the Fremont, Ohio community, providing access to books, media, and educational resources for local residents.
  • E. Richardson Public Library
    Richardson Public Library is the main public library serving the city of Richardson, Texas, providing community access to books, digital resources, and educational 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: Bonham Public Library
Triple: [Bonham, Texas, hasLibrary, Bonham Public Library]
Generated description
Bonham Public Library is the main public library serving the residents of Bonham, Texas with lending, educational, and community services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bonham Public Library
Target entity description: Bonham Public Library is the main public library serving the residents of Bonham, Texas with lending, educational, and community services.
  • A. Crowell Public Library
    Crowell Public Library is the main public library serving the community of San Marino, California, offering lending services, programs, and resources to local residents.
  • B. Highland Park Public Library
    Highland Park Public Library is the main public library serving the community of Highland Park, Illinois, providing access to books, media, educational programs, and community services.
  • C. Highland Village Public Library
    Highland Village Public Library is the community public library serving residents of Highland Village, Texas with lending materials, programs, and information services.
  • D. Birchard Public Library
    Birchard Public Library is the main public library serving the Fremont, Ohio community, providing access to books, media, and educational resources for local residents.
  • E. Richardson Public Library
    Richardson Public Library is the main public library serving the city of Richardson, Texas, providing community access to books, digital resources, and educational 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_69c69f29bf3081909a146aec7755f185 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f81e19208190965f211d057f7fdf completed March 27, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84639c19881909e1736afc01a020d completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c846d0b1348190bc2bf23e75c535a9 completed March 28, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_69c84748b8988190b4f85c253ea9e403 completed March 28, 2026, 9:25 p.m.
Created at: March 27, 2026, 3:47 p.m.