Triple

T15585409
Position Surface form Disambiguated ID Type / Status
Subject Baroon Pocket Dam E374606 entity
Predicate hasNearbyLocality P3883 FINISHED
Object North Maleny
North Maleny is a rural locality in the Sunshine Coast hinterland of Queensland, Australia, known for its scenic countryside and proximity to the town of Maleny and nearby water catchments.
E1174360 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: North Maleny | Statement: [Baroon Pocket Dam, hasNearbyLocality, North Maleny]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Maleny
Context triple: [Baroon Pocket Dam, hasNearbyLocality, North Maleny]
  • A. Wamberal
    Wamberal is a coastal suburb on the Central Coast of New South Wales, Australia, known for its long sandy beach and residential lifestyle.
  • B. Mullumbimby
    Mullumbimby is a small town in northern New South Wales, Australia, known for its alternative culture and proximity to the Byron Bay region.
  • C. Gympie
    Gympie is a regional city in Queensland, Australia, historically known for its gold mining heritage and location on the Mary River north of Brisbane.
  • D. Kingaroy
    Kingaroy is a rural town in Queensland, Australia, known as a major peanut-growing center and service hub for the surrounding agricultural region.
  • E. 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.
  • 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: North Maleny
Triple: [Baroon Pocket Dam, hasNearbyLocality, North Maleny]
Generated description
North Maleny is a rural locality in the Sunshine Coast hinterland of Queensland, Australia, known for its scenic countryside and proximity to the town of Maleny and nearby water catchments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Maleny
Target entity description: North Maleny is a rural locality in the Sunshine Coast hinterland of Queensland, Australia, known for its scenic countryside and proximity to the town of Maleny and nearby water catchments.
  • A. Wamberal
    Wamberal is a coastal suburb on the Central Coast of New South Wales, Australia, known for its long sandy beach and residential lifestyle.
  • B. Mullumbimby
    Mullumbimby is a small town in northern New South Wales, Australia, known for its alternative culture and proximity to the Byron Bay region.
  • C. Gympie
    Gympie is a regional city in Queensland, Australia, historically known for its gold mining heritage and location on the Mary River north of Brisbane.
  • D. Kingaroy
    Kingaroy is a rural town in Queensland, Australia, known as a major peanut-growing center and service hub for the surrounding agricultural region.
  • E. 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.
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e4900408190aadb48b001db4169 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82e56ffc81909e3228a660df4e09 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83b7a534819090e24491579376c3 completed May 9, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_69ff844fa00c8190a47eb46394db097b completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:11 a.m.