Triple

T17870869
Position Surface form Disambiguated ID Type / Status
Subject Joel Fitzgibbon E446830 entity
Predicate positionHeld P8 FINISHED
Object Shadow Minister for Small Business — 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 Small Business | Statement: [Joel Fitzgibbon, positionHeld, Shadow Minister for Small Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shadow Minister for Small Business
Context triple: [Joel Fitzgibbon, positionHeld, Shadow Minister for Small Business]
  • A. Minister for Enterprise
    The Minister for Enterprise is the Isle of Man Government cabinet member responsible for economic development, business support, and promoting the island’s enterprise and innovation.
  • B. Shadow Secretary of State for Business, Innovation and Skills
    The Shadow Secretary of State for Business, Innovation and Skills is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s business, industrial strategy, and innovation policies.
  • C. Shadow Minister for Employment
    The Shadow Minister for Employment is a senior opposition frontbench role in Queensland responsible for scrutinising government employment policies and proposing alternative job and workplace initiatives.
  • D. 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.
  • E. Shadow Minister for the Treasury
    The Shadow Minister for the Treasury is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government's economic and fiscal policies.
  • 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 Small Business
Target entity description: The Shadow Minister for Small Business is an opposition frontbench role in Australian politics responsible for scrutinising government policies affecting small enterprises and developing alternative policy proposals.
  • A. Minister for Enterprise
    The Minister for Enterprise is the Isle of Man Government cabinet member responsible for economic development, business support, and promoting the island’s enterprise and innovation.
  • B. Shadow Secretary of State for Business, Innovation and Skills
    The Shadow Secretary of State for Business, Innovation and Skills is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s business, industrial strategy, and innovation policies.
  • C. Shadow Minister for Employment
    The Shadow Minister for Employment is a senior opposition frontbench role in Queensland responsible for scrutinising government employment policies and proposing alternative job and workplace initiatives.
  • D. 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.
  • E. Shadow Minister for the Treasury
    The Shadow Minister for the Treasury is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government's economic and fiscal policies.
  • 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.