Triple

T15556511
Position Surface form Disambiguated ID Type / Status
Subject Dirranbandi E370882 entity
Predicate hasLibrary P35 FINISHED
Object Dirranbandi Library
Dirranbandi Library is a small public library serving the rural community of Dirranbandi in Queensland, Australia, providing access to books, information services, and local programs.
E1164065 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: Dirranbandi Library | Statement: [Dirranbandi, hasLibrary, Dirranbandi Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dirranbandi Library
Context triple: [Dirranbandi, hasLibrary, Dirranbandi Library]
  • A. Taree Library
    Taree Library is a public library serving the community of Taree, New South Wales, by providing access to books, information resources, and community services.
  • B. Bungendore Library
    Bungendore Library is a public library serving the community of Bungendore, New South Wales, by providing access to books, information resources, and local services.
  • C. Langson Library
    Langson Library is the main research and humanities library at the University of California, Irvine, housing extensive collections that support the university’s academic programs.
  • D. Mookini Library
    Mookini Library is the main academic library serving the University of Hawaiʻi at Hilo, providing research resources, study spaces, and information services to its students and faculty.
  • E. Hamersly Library
    Hamersly Library is the main academic library at Western Oregon University, providing research resources, study spaces, and information services to students and faculty.
  • 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: Dirranbandi Library
Triple: [Dirranbandi, hasLibrary, Dirranbandi Library]
Generated description
Dirranbandi Library is a small public library serving the rural community of Dirranbandi in Queensland, Australia, providing access to books, information services, and local programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dirranbandi Library
Target entity description: Dirranbandi Library is a small public library serving the rural community of Dirranbandi in Queensland, Australia, providing access to books, information services, and local programs.
  • A. Taree Library
    Taree Library is a public library serving the community of Taree, New South Wales, by providing access to books, information resources, and community services.
  • B. Bungendore Library
    Bungendore Library is a public library serving the community of Bungendore, New South Wales, by providing access to books, information resources, and local services.
  • C. Langson Library
    Langson Library is the main research and humanities library at the University of California, Irvine, housing extensive collections that support the university’s academic programs.
  • D. Mookini Library
    Mookini Library is the main academic library serving the University of Hawaiʻi at Hilo, providing research resources, study spaces, and information services to its students and faculty.
  • E. Hamersly Library
    Hamersly Library is the main academic library at Western Oregon University, providing research resources, study spaces, and information services to students and faculty.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a97dbfc8190a98cbbac5e71ba88 completed April 16, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456427988190bddea01f5cb159d9 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff470492f48190852ede832157ed10 completed May 9, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69ff47e5647c81909b785a1212c4bc50 completed May 9, 2026, 2:42 p.m.
Created at: April 10, 2026, 4:09 a.m.