Triple

T14931119
Position Surface form Disambiguated ID Type / Status
Subject Cooran E372266 entity
Predicate locatedIn P40 FINISHED
Object Noosa hinterland
The Noosa hinterland is a scenic rural region inland from Queensland’s Sunshine Coast, known for its rolling green hills, small country towns, national parks, and local food and arts communities.
E1130894 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: Noosa hinterland | Statement: [Cooran, locatedIn, Noosa hinterland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Noosa hinterland
Context triple: [Cooran, locatedIn, Noosa hinterland]
  • A. Noosa
    Noosa is a coastal region and local government area in Queensland, Australia, renowned for its beaches, national park, and tourism.
  • B. Noosa Shire
    Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
  • C. Coomera
    Coomera is a rapidly growing suburb in the northern Gold Coast region of Queensland, Australia, known for its theme parks, residential developments, and transport links.
  • D. Noosa Heads
    Noosa Heads is a popular coastal resort town in Queensland, Australia, known for its beaches, national park, and vibrant tourism scene.
  • E. Noarlunga Downs
    Noarlunga Downs is a suburban locality in the southern metropolitan area of Adelaide, South Australia.
  • 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: Noosa hinterland
Triple: [Cooran, locatedIn, Noosa hinterland]
Generated description
The Noosa hinterland is a scenic rural region inland from Queensland’s Sunshine Coast, known for its rolling green hills, small country towns, national parks, and local food and arts communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Noosa hinterland
Target entity description: The Noosa hinterland is a scenic rural region inland from Queensland’s Sunshine Coast, known for its rolling green hills, small country towns, national parks, and local food and arts communities.
  • A. Noosa
    Noosa is a coastal region and local government area in Queensland, Australia, renowned for its beaches, national park, and tourism.
  • B. Noosa Shire
    Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
  • C. Murrumba Downs
    Murrumba Downs is a residential suburb in the northern outskirts of the Brisbane metropolitan area in Queensland, Australia.
  • D. Coomera
    Coomera is a rapidly growing suburb in the northern Gold Coast region of Queensland, Australia, known for its theme parks, residential developments, and transport links.
  • E. Noosa Heads
    Noosa Heads is a popular coastal resort town in Queensland, Australia, known for its beaches, national park, and vibrant tourism scene.
  • 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_69d85cc9da0c81908d583ca3f63a3908 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded64550dc8190ba44120df00ba498 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bd3fef481908e4d2ffdcfa87def completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe900adae88190860ce8b12dfaba4c completed May 9, 2026, 1:38 a.m.
NED2 Entity disambiguation (via description) batch_69fe92509e58819093f6cdaaec4e3f19 completed May 9, 2026, 1:48 a.m.
Created at: April 10, 2026, 2:36 a.m.