Triple

T12451416
Position Surface form Disambiguated ID Type / Status
Subject Bill English E297539 entity
Predicate notableWork P4 FINISHED
Object New Zealand Budget reforms post-2008 E903462 NE FINISHED

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 Zealand Budget reforms post-2008 | Statement: [Bill English, notableWork, New Zealand Budget reforms post-2008]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Zealand Budget reforms post-2008
Context triple: [Bill English, notableWork, New Zealand Budget reforms post-2008]
  • A. New Zealand public sector reforms of the 1980s
    The New Zealand public sector reforms of the 1980s were a sweeping program of neoliberal restructuring that transformed government departments into commercially oriented entities, introduced market mechanisms into public services, and significantly reduced the role of the state in the economy.
  • B. New Zealand economic policy
    New Zealand economic policy is the overarching framework of fiscal, monetary, regulatory, and structural measures that guide the country’s economic growth, stability, and international competitiveness.
  • C. New Zealand Government Budget chosen
    The New Zealand Government Budget is the annual financial plan outlining the government’s expected revenue, spending priorities, and fiscal policy for the coming year.
  • D. Treaty of Waitangi policy reforms
    The Treaty of Waitangi policy reforms were a series of landmark legislative and institutional changes in New Zealand that strengthened recognition of Māori rights and the Treaty’s legal standing, significantly reshaping Crown–Māori relations.
  • E. New Zealand Crown agencies
    New Zealand Crown agencies are government organizations and bodies that operate under the authority of the New Zealand Crown to deliver public services, implement policy, and uphold statutory responsibilities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d9fa5f0819080ca9f6efa212c59 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f16e87c8190b7e9f61561ae865a completed May 2, 2026, 6:14 p.m.
Created at: April 8, 2026, 9:56 p.m.