Triple

T1659755
Position Surface form Disambiguated ID Type / Status
Subject Nicola Sturgeon E35877 entity
Predicate positionHeld P8 FINISHED
Object 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.
 E187676 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: Cabinet Secretary for Infrastructure, Investment and Cities | Statement: [Nicola Sturgeon, positionHeld, 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: [Nicola Sturgeon, positionHeld, Cabinet Secretary for Infrastructure, Investment and Cities]
  • A. 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.
  • B. 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.
  • 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. 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.
  • E. Secretary of State for Industry, Trade and Regional Development
    The Secretary of State for Industry, Trade and Regional Development was a senior UK government cabinet post responsible for overseeing national industrial policy, trade affairs, and regional economic development.
  • 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: Cabinet Secretary for Infrastructure, Investment and Cities
Triple: [Nicola Sturgeon, positionHeld, Cabinet Secretary for Infrastructure, Investment and Cities]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cabinet Secretary for Infrastructure, Investment and Cities
Target entity description: 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.
  • A. 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.
  • B. 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.
  • 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. 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.
  • E. Secretary of State for Industry, Trade and Regional Development
    The Secretary of State for Industry, Trade and Regional Development was a senior UK government cabinet post responsible for overseeing national industrial policy, trade affairs, and regional economic development.
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6277b11481909a894391f4feadd0 completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad6827ff2c8190b7c9af9926a7452c completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad68edbd2c819090c6556966eb279a completed March 8, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69ad69724c9c8190a2314a8f30f18f7d completed March 8, 2026, 12:20 p.m.
Created at: March 4, 2026, 7:29 p.m.