Triple

T21626057
Position Surface form Disambiguated ID Type / Status
Subject Northern Peninsula Area Region E533704 entity
Predicate hasSignificantLanguageGroup P3349 FINISHED
Object Bamaga community NE NERFINISHED

How this triple was built (3 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: Bamaga community | Statement: [Northern Peninsula Area Region, hasSignificantLanguageGroup, Bamaga community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bamaga community
Context triple: [Northern Peninsula Area Region, hasSignificantLanguageGroup, Bamaga community]
  • A. Arakwal Aboriginal community
    The Arakwal Aboriginal community is an Indigenous Australian group from the Byron Bay region of New South Wales, recognized as traditional custodians of the land and active partners in its cultural and environmental management.
  • B. Kunawarritji Aboriginal community
    Kunawarritji Aboriginal community is a remote Indigenous settlement in Western Australia that serves as a key cultural and residential hub for the Martu people.
  • C. Barngarla community
    The Barngarla community is an Aboriginal Australian group from the Eyre Peninsula region of South Australia, united by shared Barngarla language, culture, and ancestral ties to their traditional lands.
  • D. Pormpuraaw community
    The Pormpuraaw community is an Indigenous Australian settlement on the western Cape York Peninsula in Queensland, home primarily to Wik and other Aboriginal peoples with strong cultural and linguistic traditions.
  • E. Punmu Aboriginal community
    Punmu Aboriginal community is a remote Indigenous settlement in Western Australia that is home to Martu people and serves as a cultural and residential hub on their traditional lands.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bamaga community
Target entity description: The Bamaga community is a predominantly Indigenous township in far northern Queensland, Australia, known as a cultural and service hub for Torres Strait Islander and Aboriginal communities in the Northern Peninsula Area.
  • A. Arakwal Aboriginal community
    The Arakwal Aboriginal community is an Indigenous Australian group from the Byron Bay region of New South Wales, recognized as traditional custodians of the land and active partners in its cultural and environmental management.
  • B. Kunawarritji Aboriginal community
    Kunawarritji Aboriginal community is a remote Indigenous settlement in Western Australia that serves as a key cultural and residential hub for the Martu people.
  • C. Barngarla community
    The Barngarla community is an Aboriginal Australian group from the Eyre Peninsula region of South Australia, united by shared Barngarla language, culture, and ancestral ties to their traditional lands.
  • D. Pormpuraaw community
    The Pormpuraaw community is an Indigenous Australian settlement on the western Cape York Peninsula in Queensland, home primarily to Wik and other Aboriginal peoples with strong cultural and linguistic traditions.
  • E. Punmu Aboriginal community
    Punmu Aboriginal community is a remote Indigenous settlement in Western Australia that is home to Martu people and serves as a cultural and residential hub on their traditional lands.
  • F. None of above. chosen

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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef52131f2c8190b9966adf43a0fe4f completed April 27, 2026, 12:09 p.m.
Created at: April 16, 2026, 6:34 p.m.