Triple

T10120921
Position Surface form Disambiguated ID Type / Status
Subject Red Oak, Texas E223284 entity
Predicate hasPublicLibrary P105 FINISHED
Object 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.
 E843785 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: Red Oak Public Library | Statement: [Red Oak, Texas, hasPublicLibrary, Red Oak Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Red Oak Public Library
Context triple: [Red Oak, Texas, hasPublicLibrary, Red Oak Public Library]
  • A. Rockwood Public Library
    Rockwood Public Library is a community library in Rockwood, Tennessee, providing local residents with access to books, media, and public services.
  • B. 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.
  • C. Woodstock Public Library
    Woodstock Public Library is a community library in Woodstock, Illinois that provides residents with access to books, digital resources, and public programs.
  • D. Greenfield Public Library
    Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
  • E. 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.
  • 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: Red Oak Public Library
Triple: [Red Oak, Texas, hasPublicLibrary, Red Oak Public Library]
Generated description
Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Red Oak Public Library
Target entity description: Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local programs.
  • A. Rockwood Public Library
    Rockwood Public Library is a community library in Rockwood, Tennessee, providing local residents with access to books, media, and public services.
  • B. 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.
  • C. Woodstock Public Library
    Woodstock Public Library is a community library in Woodstock, Illinois that provides residents with access to books, digital resources, and public programs.
  • D. Greenfield Public Library
    Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
  • E. 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.
  • 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_69ca8422047c81909d66b717b8b18cf3 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd266b18c8190b35fe637c912e756 completed April 2, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5b6101081909c97956591b01af9 completed April 5, 2026, 10:44 p.m.
NEDg Description generation batch_69d2e6f0aa988190aa9a866afcc2a1a2 completed April 5, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69d2e78384f48190abb7bdd7fcadcd9a completed April 5, 2026, 10:51 p.m.
Created at: March 30, 2026, 9:04 p.m.