Triple

T12172635
Position Surface form Disambiguated ID Type / Status
Subject Oakhurst, California E290006 entity
Predicate hasLibrary P35 FINISHED
Object Madera County Library Oakhurst Branch
Madera County Library Oakhurst Branch is a public library serving the Oakhurst, California community with lending materials, information services, and local programs.
 E967250 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: Madera County Library Oakhurst Branch | Statement: [Oakhurst, California, hasLibrary, Madera County Library Oakhurst Branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madera County Library Oakhurst Branch
Context triple: [Oakhurst, California, hasLibrary, Madera County Library Oakhurst Branch]
  • A. Red Oak Public Library
    Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local programs.
  • B. Acorn Public Library District
    Acorn Public Library District is a public library system serving the community of Oak Forest, Illinois, by providing access to books, digital resources, and educational programs.
  • C. Cottonwood Public Library
    Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
  • D. Orem Public Library
    Orem Public Library is a large municipal library in Orem, Utah, known for its extensive collections, community programs, and cultural events serving residents of the city and surrounding areas.
  • E. Stanislaus County Library
    Stanislaus County Library is a public library system in California that provides books, digital resources, and community services through multiple branch locations across Stanislaus County.
  • 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: Madera County Library Oakhurst Branch
Triple: [Oakhurst, California, hasLibrary, Madera County Library Oakhurst Branch]
Generated description
Madera County Library Oakhurst Branch is a public library serving the Oakhurst, California community with lending materials, information services, and local programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madera County Library Oakhurst Branch
Target entity description: Madera County Library Oakhurst Branch is a public library serving the Oakhurst, California community with lending materials, information services, and local programs.
  • A. Red Oak Public Library
    Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local programs.
  • B. Acorn Public Library District
    Acorn Public Library District is a public library system serving the community of Oak Forest, Illinois, by providing access to books, digital resources, and educational programs.
  • C. Cottonwood Public Library
    Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
  • D. Orem Public Library
    Orem Public Library is a large municipal library in Orem, Utah, known for its extensive collections, community programs, and cultural events serving residents of the city and surrounding areas.
  • E. Stanislaus County Library
    Stanislaus County Library is a public library system in California that provides books, digital resources, and community services through multiple branch locations across Stanislaus County.
  • 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915dab42881908e2580c631d4d1cf completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6a6de3081908e5e0030c081d5a4 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f603b639208190a284fcd7e88e9d54 completed May 2, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f60491eaec8190a16472fd37740ea0 completed May 2, 2026, 2:05 p.m.
Created at: April 8, 2026, 9:50 p.m.