Triple

T3459817
Position Surface form Disambiguated ID Type / Status
Subject Cabinet Secretary for Transport or Infrastructure E72995 entity
Predicate positionMayBeKnownAs P48371 FINISHED
Object Cabinet Secretary for Infrastructure, Investment and Cities E187676 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 Infrastructure, Investment and Cities | Statement: [Cabinet Secretary for Transport or Infrastructure, positionMayBeKnownAs, Cabinet Secretary for Infrastructure, Investment and Cities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cabinet Secretary for Infrastructure, Investment and Cities
Context triple: [Cabinet Secretary for Transport or Infrastructure, positionMayBeKnownAs, Cabinet Secretary for Infrastructure, Investment and Cities]
  • A. Cabinet Secretary for Infrastructure, Investment and Cities chosen
    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. Minister of Infrastructure and Housing
    The Minister of Infrastructure and Housing is a senior Portuguese government cabinet position responsible for national transport networks, public works, and housing policy.
  • C. Secretary of State for Levelling Up, Housing and Communities
    The Secretary of State for Levelling Up, Housing and Communities is a senior UK government minister responsible for regional development, housing policy, local government, and efforts to reduce geographic inequality across the country.
  • D. 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.
  • E. Minister for Infrastructure (Northern Ireland)
    The Minister for Infrastructure (Northern Ireland) is the Northern Ireland Executive’s cabinet-level office responsible for regional transport, water, planning, and other key infrastructure services.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbae5ff848190880fa416a123bc4a completed March 8, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e5c1f008190b1351e3d3e53fc11 completed March 13, 2026, 3:02 a.m.
Created at: March 8, 2026, 3:17 p.m.