Triple

T3256506
Position Surface form Disambiguated ID Type / Status
Subject Transport Asset Holding Entity of New South Wales E68308 entity
Predicate regulator P46 FINISHED
Object NSW Treasurer
The NSW Treasurer is the senior government minister in New South Wales responsible for managing the state’s finances, including the budget, economic policy, and oversight of key public assets and agencies.
 E341291 NE FINISHED

How this triple was built (4 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: NSW Treasurer | Statement: [Transport Asset Holding Entity of New South Wales, regulator, NSW Treasurer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NSW Treasurer
Context triple: [Transport Asset Holding Entity of New South Wales, regulator, NSW Treasurer]
  • A. Treasurer of Western Australia
    The Treasurer of Western Australia is the senior government minister responsible for managing the state’s finances, including budgeting, revenue, and economic policy.
  • B. Premier of New South Wales
    The Premier of New South Wales is the head of government of the Australian state of New South Wales, leading the executive branch and overseeing state administration and policy.
  • C. Governor of New South Wales
    The Governor of New South Wales is the King’s representative in the Australian state of New South Wales, performing constitutional, ceremonial, and community duties at the state level.
  • D. Minister of Finance of New Zealand
    The Minister of Finance of New Zealand is the senior government minister responsible for overseeing the country’s economic policy, budget, and public finances.
  • E. Speaker of the New South Wales Legislative Assembly
    The Speaker of the New South Wales Legislative Assembly is the presiding officer responsible for maintaining order, overseeing debates, and representing the lower house of the New South Wales Parliament.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: NSW Treasurer
Triple: [Transport Asset Holding Entity of New South Wales, regulator, NSW Treasurer]
Generated description
The NSW Treasurer is the senior government minister in New South Wales responsible for managing the state’s finances, including the budget, economic policy, and oversight of key public assets and agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NSW Treasurer
Target entity description: The NSW Treasurer is the senior government minister in New South Wales responsible for managing the state’s finances, including the budget, economic policy, and oversight of key public assets and agencies.
  • A. Treasurer of Western Australia
    The Treasurer of Western Australia is the senior government minister responsible for managing the state’s finances, including budgeting, revenue, and economic policy.
  • B. Premier of New South Wales
    The Premier of New South Wales is the head of government of the Australian state of New South Wales, leading the executive branch and overseeing state administration and policy.
  • C. Governor of New South Wales
    The Governor of New South Wales is the King’s representative in the Australian state of New South Wales, performing constitutional, ceremonial, and community duties at the state level.
  • D. Minister of Finance of New Zealand
    The Minister of Finance of New Zealand is the senior government minister responsible for overseeing the country’s economic policy, budget, and public finances.
  • E. Speaker of the New South Wales Legislative Assembly
    The Speaker of the New South Wales Legislative Assembly is the presiding officer responsible for maintaining order, overseeing debates, and representing the lower house of the New South Wales Parliament.
  • F. None of above. chosen

Provenance (5 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf68b280819087c302d454490c03 completed March 8, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28ece1d1c81909bacadecea679a7f completed March 12, 2026, 10 a.m.
NEDg Description generation batch_69b2904acf6881908fc4f1eb0e515b19 completed March 12, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69b2a8b873b081909bbb5de329e45169 completed March 12, 2026, 11:51 a.m.
Created at: March 8, 2026, 3:09 p.m.