Triple

T3256507
Position Surface form Disambiguated ID Type / Status
Subject Transport Asset Holding Entity of New South Wales E68308 entity
Predicate regulator P46 FINISHED
Object NSW Minister for Transport
The NSW Minister for Transport is the New South Wales government cabinet member responsible for overseeing the state’s transport systems, policies, and agencies.
 E341292 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 Minister for Transport | Statement: [Transport Asset Holding Entity of New South Wales, regulator, NSW Minister for Transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NSW Minister for Transport
Context triple: [Transport Asset Holding Entity of New South Wales, regulator, NSW Minister for Transport]
  • A. State Transit Authority of New South Wales
    The State Transit Authority of New South Wales was a government-owned operator responsible for providing bus services in the Sydney metropolitan area and surrounding regions.
  • B. Secretary of State for Transport
    The Secretary of State for Transport is the UK government cabinet minister responsible for national transport policy, infrastructure, and regulation.
  • C. 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.
  • D. Department for Infrastructure and Transport (South Australia)
    The Department for Infrastructure and Transport (South Australia) is the state government agency responsible for planning, building, and managing South Australia’s transport networks and key infrastructure.
  • E. Parliamentary Under-Secretary of State for Transport
    The Parliamentary Under-Secretary of State for Transport is a junior ministerial role in the UK government responsible for supporting senior transport ministers in developing and implementing national transport policy.
  • 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 Minister for Transport
Triple: [Transport Asset Holding Entity of New South Wales, regulator, NSW Minister for Transport]
Generated description
The NSW Minister for Transport is the New South Wales government cabinet member responsible for overseeing the state’s transport systems, policies, and agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NSW Minister for Transport
Target entity description: The NSW Minister for Transport is the New South Wales government cabinet member responsible for overseeing the state’s transport systems, policies, and agencies.
  • A. State Transit Authority of New South Wales
    The State Transit Authority of New South Wales was a government-owned operator responsible for providing bus services in the Sydney metropolitan area and surrounding regions.
  • B. Secretary of State for Transport
    The Secretary of State for Transport is the UK government cabinet minister responsible for national transport policy, infrastructure, and regulation.
  • C. 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.
  • D. Department for Infrastructure and Transport (South Australia)
    The Department for Infrastructure and Transport (South Australia) is the state government agency responsible for planning, building, and managing South Australia’s transport networks and key infrastructure.
  • E. Parliamentary Under-Secretary of State for Transport
    The Parliamentary Under-Secretary of State for Transport is a junior ministerial role in the UK government responsible for supporting senior transport ministers in developing and implementing national transport policy.
  • 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.