Triple

T17760372
Position Surface form Disambiguated ID Type / Status
Subject Dharug people E443353 entity
Predicate traditionalOwnersOf P14954 FINISHED
Object Blacktown area NE NERFINISHED

How this triple was built (2 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: Blacktown area | Statement: [Dharug people, traditionalOwnersOf, Blacktown area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blacktown area
Context triple: [Dharug people, traditionalOwnersOf, Blacktown area]
  • A. Blacktown
    Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
  • B. Blacktown area, New South Wales chosen
    Blacktown area, New South Wales is a major suburban region in Western Sydney known for its diverse population, historical significance to Aboriginal communities, and role as a residential and commercial hub.
  • C. Kingsgrove
    Kingsgrove is a residential suburb in southern Sydney, New South Wales, Australia, known for its family-friendly streets, local shopping areas, and convenient rail access to the city.
  • D. Narellan
    Narellan is a suburban commercial and residential hub in south-western Sydney, New South Wales, known for its shopping centre and role as a key service centre for the surrounding Macarthur region.
  • E. Hornsby Shire
    Hornsby Shire is a local government area in the northern suburbs of Sydney, New South Wales, known for its extensive bushland, national parks, and residential communities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48421c3048190b26864b72aad0d70 completed April 19, 2026, 7:28 a.m.
Created at: April 10, 2026, 10:11 a.m.