Triple

T3712523
Position Surface form Disambiguated ID Type / Status
Subject Maroochydore E81447 entity
Predicate hasLibrary P35 FINISHED
Object 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.
E382282 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: Maroochydore Library | Statement: [Maroochydore, hasLibrary, Maroochydore Library]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maroochydore Library
Context triple: [Maroochydore, hasLibrary, Maroochydore Library]
  • A. 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.
  • B. Boorowa Library
    Boorowa Library is a public library serving the community of Boorowa, New South Wales, by providing access to books, information resources, and local services.
  • C. 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.
  • D. Lithgow Public Library
    Lithgow Public Library is a historic public library serving as a key cultural and educational institution in Augusta, Maine.
  • E. Lithgow Public Library
    Lithgow Public Library is a public library that serves as a community resource center, providing access to books, information, and educational programs for local residents.
  • 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: Maroochydore Library
Triple: [Maroochydore, hasLibrary, Maroochydore Library]
Generated description
Maroochydore Library is a public library serving the Maroochydore community on Queensland’s Sunshine Coast, offering lending collections, study spaces, and community programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maroochydore Library
Target entity description: Maroochydore Library is a public library serving the Maroochydore community on Queensland’s Sunshine Coast, offering lending collections, study spaces, and community programs.
  • A. 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.
  • B. Boorowa Library
    Boorowa Library is a public library serving the community of Boorowa, New South Wales, by providing access to books, information resources, and local services.
  • C. 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.
  • D. Lithgow Public Library
    Lithgow Public Library is a historic public library serving as a key cultural and educational institution in Augusta, Maine.
  • E. Lithgow Public Library
    Lithgow Public Library is a public library that serves as a community resource center, providing access to books, information, and educational programs for local residents.
  • 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_69ad8b1a81588190b3f27a5483bb610e completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc9cbc5648190936f93868086167e completed March 8, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce0834288190b16cf49477dc2ed9 completed March 14, 2026, 2:55 a.m.
NEDg Description generation batch_69b4cfb49b748190a49435c46540f0c7 completed March 14, 2026, 3:02 a.m.
NED2 Entity disambiguation (via description) batch_69b4d06e34408190a0dc77b82e4fe308 completed March 14, 2026, 3:05 a.m.
Created at: March 8, 2026, 3:33 p.m.