Triple

T17870867
Position Surface form Disambiguated ID Type / Status
Subject Joel Fitzgibbon E446830 entity
Predicate positionHeld P8 FINISHED
Object Shadow Minister for Resources — 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: Shadow Minister for Resources | Statement: [Joel Fitzgibbon, positionHeld, Shadow Minister for Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shadow Minister for Resources
Context triple: [Joel Fitzgibbon, positionHeld, Shadow Minister for Resources]
  • A. Minister for Resources
    The Minister for Resources is a senior Queensland government cabinet position responsible for overseeing the state’s mineral, energy, and related natural resource sectors and policies.
  • B. Shadow Minister for Energy
    The Shadow Minister for Energy is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s energy policies and decisions.
  • C. Minister for Energy and Mining (South Australia)
    The Minister for Energy and Mining (South Australia) is a senior state government portfolio responsible for overseeing South Australia’s energy policy, electricity and gas sectors, and mineral and petroleum resources.
  • D. Shadow Minister for Environment
    The Shadow Minister for Environment is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s environmental policies and legislation.
  • E. Shadow Minister for State Development
    The Shadow Minister for State Development is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the government’s policies on economic growth, infrastructure, and regional development.
  • 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: Shadow Minister for Resources
Target entity description: The Shadow Minister for Resources is an opposition frontbench role in Australian federal politics responsible for scrutinising and proposing alternatives to the government’s policies on the resources sector, including mining and energy-related industries.
  • A. Minister for Resources
    The Minister for Resources is a senior Queensland government cabinet position responsible for overseeing the state’s mineral, energy, and related natural resource sectors and policies.
  • B. Shadow Minister for Energy
    The Shadow Minister for Energy is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s energy policies and decisions.
  • C. Minister for Energy and Mining (South Australia)
    The Minister for Energy and Mining (South Australia) is a senior state government portfolio responsible for overseeing South Australia’s energy policy, electricity and gas sectors, and mineral and petroleum resources.
  • D. Shadow Minister for Environment
    The Shadow Minister for Environment is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s environmental policies and legislation.
  • E. Shadow Minister for State Development
    The Shadow Minister for State Development is an opposition frontbench role in Queensland responsible for scrutinising and proposing alternatives to the government’s policies on economic growth, infrastructure, and regional development.
  • 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_69d8b9f4c22c819093c2680434472894 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49aa24c8481909de38953a88ff615 completed April 19, 2026, 9:04 a.m.
Created at: April 10, 2026, 10:18 a.m.