Triple

T22736014
Position Surface form Disambiguated ID Type / Status
Subject Hunter Local Land Services E562272 entity
Predicate collaboratesWith P37 FINISHED
Object New South Wales Department of Primary Industries — 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: New South Wales Department of Primary Industries | Statement: [Hunter Local Land Services, collaboratesWith, New South Wales Department of Primary Industries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New South Wales Department of Primary Industries
Context triple: [Hunter Local Land Services, collaboratesWith, New South Wales Department of Primary Industries]
  • A. NSW Department of Primary Industries chosen
    The NSW Department of Primary Industries is a New South Wales government agency responsible for managing the state’s agriculture, fisheries, aquaculture, biosecurity, and natural resource industries.
  • B. New South Wales National Parks and Wildlife Service
    The New South Wales National Parks and Wildlife Service is a state government agency responsible for managing national parks, nature reserves, and conservation areas across New South Wales, Australia.
  • C. NSW Department of Regional NSW
    The NSW Department of Regional NSW is a New South Wales government department responsible for supporting and developing the state’s regional communities, economies, and industries.
  • D. New South Wales environmental authorities
    New South Wales environmental authorities are the state government bodies responsible for monitoring, regulating, and enforcing environmental laws and standards across New South Wales, Australia.
  • E. New South Wales Marine Parks Authority
    The New South Wales Marine Parks Authority is a government body responsible for establishing, managing, and protecting marine parks and their ecosystems along the coast of New South Wales, Australia.
  • 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_69e24550859c81908727d91efc3a81b4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1796fc2a88190a4d86b421345b088 completed April 29, 2026, 3:22 a.m.
Created at: April 17, 2026, 3:22 p.m.