Triple

T11783391
Position Surface form Disambiguated ID Type / Status
Subject Town of Port Hedland E280206 entity
Predicate hasCouncilLibrary P81813 FINISHED
Object Port Hedland Public Library
Port Hedland Public Library is the main public library service for the coastal mining town of Port Hedland in Western Australia, offering community access to books, digital resources, and local programs.
E946317 NE FINISHED

How this triple was built (5 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: Port Hedland Public Library | Statement: [Town of Port Hedland, hasCouncilLibrary, Port Hedland Public Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port Hedland Public Library
Context triple: [Town of Port Hedland, hasCouncilLibrary, Port Hedland Public Library]
  • A. Maroochydore Library
    Maroochydore Library is a public library serving the Maroochydore community on Queensland’s Sunshine Coast, offering lending collections, study spaces, and community programs.
  • B. 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.
  • C. Nambour Library
    Nambour Library is a public library and community hub in Nambour, Queensland, providing access to books, digital resources, and cultural programs for local residents.
  • D. Hobart Public Library
    Hobart Public Library is a community library in Hobart, Indiana, providing local residents with access to books, media, educational resources, and public programs.
  • 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: Port Hedland Public Library
Triple: [Town of Port Hedland, hasCouncilLibrary, Port Hedland Public Library]
Generated description
Port Hedland Public Library is the main public library service for the coastal mining town of Port Hedland in Western Australia, offering community access to books, digital resources, and local programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port Hedland Public Library
Target entity description: Port Hedland Public Library is the main public library service for the coastal mining town of Port Hedland in Western Australia, offering community access to books, digital resources, and local programs.
  • A. Maroochydore Library
    Maroochydore Library is a public library serving the Maroochydore community on Queensland’s Sunshine Coast, offering lending collections, study spaces, and community programs.
  • B. 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.
  • C. Nambour Library
    Nambour Library is a public library and community hub in Nambour, Queensland, providing access to books, digital resources, and cultural programs for local residents.
  • D. Hobart Public Library
    Hobart Public Library is a community library in Hobart, Indiana, providing local residents with access to books, media, educational resources, and public programs.
  • 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCouncilLibrary
Context triple: [Town of Port Hedland, hasCouncilLibrary, Port Hedland Public Library]
  • A. hasLibraryDistrict
    Indicates that an entity is associated with or falls within the jurisdiction of a particular library district.
  • B. hasLibraryBranch chosen
    Indicates that an entity possesses or is associated with one or more library branches as part of its organizational structure or services.
  • C. hasCouncilDistrict
    Indicates that an entity is located within or represented by a specific council district.
  • D. hasCityCouncil
    Indicates that an entity is governed or administered by a specific city council.
  • E. hasCouncilName
    Indicates that an entity is associated with or identified by a specific council name.
  • F. None of above.

Provenance (6 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a8c2e8b08190a31b1e284fca2aee completed April 10, 2026, 7:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69f090d861f481909b920197a3d60e28 completed April 28, 2026, 10:50 a.m.
NEDg Description generation batch_69f0bd3f39608190b29027b30664bd9c completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef5afd448190953b5d9929478132 completed April 28, 2026, 5:33 p.m.
PD Predicate disambiguation batch_69d8a242cd8c819086ed6c5f292dc8cb completed April 10, 2026, 7:09 a.m.
Created at: April 8, 2026, 9:42 p.m.