Triple

T14782484
Position Surface form Disambiguated ID Type / Status
Subject Moreton Bay Regional Council area E347424 entity
Predicate hasTown P847 FINISHED
Object Kallangur
Kallangur is a suburban town in the northern outskirts of the Brisbane metropolitan area in Queensland, Australia.
 E1168996 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: Kallangur | Statement: [Moreton Bay Regional Council area, hasTown, Kallangur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kallangur
Context triple: [Moreton Bay Regional Council area, hasTown, Kallangur]
  • 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. Gilgandra
    Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • C. Gunnedah
    Gunnedah is a regional town in north-western New South Wales, Australia, known for its rich agricultural production and coal mining industry.
  • D. Boorowa
    Boorowa is a rural town in New South Wales, Australia, known for its rich agricultural surroundings and heritage streetscapes.
  • E. Tewantin
    Tewantin is a historic riverside town in Queensland, Australia, that serves as one of the main service and residential hubs for the Noosa region.
  • 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: Kallangur
Triple: [Moreton Bay Regional Council area, hasTown, Kallangur]
Generated description
Kallangur is a suburban town in the northern outskirts of the Brisbane metropolitan area in Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kallangur
Target entity description: Kallangur is a suburban town in the northern outskirts of the Brisbane metropolitan area in Queensland, Australia.
  • 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. Gilgandra
    Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • C. Gunnedah
    Gunnedah is a regional town in north-western New South Wales, Australia, known for its rich agricultural production and coal mining industry.
  • D. Boorowa
    Boorowa is a rural town in New South Wales, Australia, known for its rich agricultural surroundings and heritage streetscapes.
  • E. Tewantin
    Tewantin is a historic riverside town in Queensland, Australia, that serves as one of the main service and residential hubs for the Noosa region.
  • 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_69d822e9b9e08190bedcc31a163fda82 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deca9de3f48190b7706925e2947cf5 completed April 14, 2026, 11:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff677b7be08190afc2767835836908 completed May 9, 2026, 4:57 p.m.
NEDg Description generation batch_69ff67f64d2c81908fd2d8a09cd0b369 completed May 9, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69ff6888a85481909e8cdd34ed230fa4 completed May 9, 2026, 5:02 p.m.
Created at: April 10, 2026, 1:31 a.m.