Triple

T3655691
Position Surface form Disambiguated ID Type / Status
Subject Keppel E77523 entity
Predicate region P40 FINISHED
Object Central Coast of Queensland
The Central Coast of Queensland is a coastal region in eastern Australia known for its tropical climate, beaches, and proximity to the Great Barrier Reef, including areas such as the Keppel group of islands.
E398884 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: Central Coast of Queensland | Statement: [Keppel, region, Central Coast of Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Coast of Queensland
Context triple: [Keppel, region, Central Coast of Queensland]
  • A. Coastal Queensland
    Coastal Queensland is the populated eastern seaboard region of the Australian state of Queensland, known for its beaches, tropical climate, and major cities such as Brisbane, Cairns, and Townsville.
  • B. Fraser Coast Region
    Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
  • C. North Queensland
    North Queensland is a vast, sparsely populated region of northern Australia known for its tropical climate, agriculture, mining, and proximity to the Great Barrier Reef.
  • D. Sunshine Coast
    The Sunshine Coast is a scenic coastal region in southwestern British Columbia, Canada, known for its mild climate, forested mountains, and oceanfront communities accessible mainly by ferry or air.
  • E. Sunshine Coast
    Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
  • 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: Central Coast of Queensland
Triple: [Keppel, region, Central Coast of Queensland]
Generated description
The Central Coast of Queensland is a coastal region in eastern Australia known for its tropical climate, beaches, and proximity to the Great Barrier Reef, including areas such as the Keppel group of islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Coast of Queensland
Target entity description: The Central Coast of Queensland is a coastal region in eastern Australia known for its tropical climate, beaches, and proximity to the Great Barrier Reef, including areas such as the Keppel group of islands.
  • A. Coastal Queensland
    Coastal Queensland is the populated eastern seaboard region of the Australian state of Queensland, known for its beaches, tropical climate, and major cities such as Brisbane, Cairns, and Townsville.
  • B. Fraser Coast Region
    Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
  • C. North Queensland
    North Queensland is a vast, sparsely populated region of northern Australia known for its tropical climate, agriculture, mining, and proximity to the Great Barrier Reef.
  • D. Sunshine Coast
    The Sunshine Coast is a scenic coastal region in southwestern British Columbia, Canada, known for its mild climate, forested mountains, and oceanfront communities accessible mainly by ferry or air.
  • E. Sunshine Coast
    Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
  • 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_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3baf57c8190b72b5d1b910d9db6 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5282613d0819085a47d1fffdaa4d5 completed March 14, 2026, 9:19 a.m.
NEDg Description generation batch_69b5292b13a08190bf23231285adae38 completed March 14, 2026, 9:23 a.m.
NED2 Entity disambiguation (via description) batch_69b529600884819098cb208e38e6281a completed March 14, 2026, 9:24 a.m.
Created at: March 8, 2026, 3:24 p.m.