Triple

T8051256
Position Surface form Disambiguated ID Type / Status
Subject Humza Yousaf E187678 entity
Predicate positionHeld P8 FINISHED
Object Cabinet Secretary for Transport, Infrastructure and Connectivity E72995 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: Cabinet Secretary for Transport, Infrastructure and Connectivity | Statement: [Humza Yousaf, positionHeld, Cabinet Secretary for Transport, Infrastructure and Connectivity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cabinet Secretary for Transport, Infrastructure and Connectivity
Context triple: [Humza Yousaf, positionHeld, Cabinet Secretary for Transport, Infrastructure and Connectivity]
  • A. Cabinet Secretary for Infrastructure, Investment and Cities
    The Cabinet Secretary for Infrastructure, Investment and Cities was a senior Scottish Government ministerial post responsible for overseeing national infrastructure, economic investment, and urban development policy.
  • B. Shadow Secretary of State for Transport
    The Shadow Secretary of State for Transport is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s transport policies and proposing alternative approaches.
  • C. 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.
  • D. Cabinet Secretary for Transport or Infrastructure (title may vary over time) chosen
    The Cabinet Secretary for Transport or Infrastructure is a senior minister in the Scottish Government responsible for national transport policy and major infrastructure strategy and investment.
  • 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.
  • 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_69ca82b15e948190a62fd7af5218426a completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3f799d1481909c91039941af0e34 completed March 31, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63d2d5008190b768e7a8b910e460 completed April 1, 2026, 12:16 a.m.
Created at: March 30, 2026, 5:24 p.m.