Triple

T563654
Position Surface form Disambiguated ID Type / Status
Subject Sunshine Coast E13507 entity
Predicate majorTown P316 FINISHED
Object Caloundra
Caloundra is a coastal town at the southern end of Queensland’s Sunshine Coast, known for its family-friendly beaches and relaxed holiday atmosphere.
 E81827 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: Caloundra | Statement: [Sunshine Coast, majorTown, Caloundra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Caloundra
Context triple: [Sunshine Coast, majorTown, Caloundra]
  • A. Noosa Heads
    Noosa Heads is a popular coastal resort town in Queensland, Australia, known for its beaches, national park, and vibrant tourism scene.
  • B. Maroochydore
    Maroochydore is a coastal urban centre in Queensland, Australia, known as a key commercial, retail, and administrative hub of the Sunshine Coast region.
  • C. Kingscliff
    Kingscliff is a coastal town in northeastern New South Wales, Australia, known for its beaches, surf breaks, and relaxed holiday atmosphere.
  • D. Helensvale
    Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
  • E. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • 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: Caloundra
Triple: [Sunshine Coast, majorTown, Caloundra]
Generated description
Caloundra is a coastal town at the southern end of Queensland’s Sunshine Coast, known for its family-friendly beaches and relaxed holiday atmosphere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Caloundra
Target entity description: Caloundra is a coastal town at the southern end of Queensland’s Sunshine Coast, known for its family-friendly beaches and relaxed holiday atmosphere.
  • A. Noosa Heads
    Noosa Heads is a popular coastal resort town in Queensland, Australia, known for its beaches, national park, and vibrant tourism scene.
  • B. Maroochydore
    Maroochydore is a coastal urban centre in Queensland, Australia, known as a key commercial, retail, and administrative hub of the Sunshine Coast region.
  • C. Kingscliff
    Kingscliff is a coastal town in northeastern New South Wales, Australia, known for its beaches, surf breaks, and relaxed holiday atmosphere.
  • D. Helensvale
    Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
  • E. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • 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_69a4933edcf08190b35ecfd6014caee6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49a712bc48190ba298b3c76ab11cc completed March 1, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5914232c481909a39cd3373e3c6c9 completed March 2, 2026, 1:31 p.m.
NEDg Description generation batch_69a5928fbf0c8190b7a76511be48c331 completed March 2, 2026, 1:37 p.m.
NED2 Entity disambiguation (via description) batch_69a592eb19248190ada0809873de4779 completed March 2, 2026, 1:38 p.m.
Created at: March 1, 2026, 7:32 p.m.