Triple

T2311597
Position Surface form Disambiguated ID Type / Status
Subject Infrastructure and Projects Authority E51969 entity
Predicate predecessor P97 FINISHED
Object Infrastructure UK
Infrastructure UK was a UK government unit within HM Treasury responsible for advising on and supporting the development, financing, and delivery of major national infrastructure projects.
E256564 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: Infrastructure UK | Statement: [Infrastructure and Projects Authority, predecessor, Infrastructure UK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Infrastructure UK
Context triple: [Infrastructure and Projects Authority, predecessor, Infrastructure UK]
  • A. National Infrastructure Commission
    The National Infrastructure Commission is an independent body in the United Kingdom that provides expert advice and long-term strategic recommendations on the country’s infrastructure needs and priorities.
  • B. United Kingdom road network
    The United Kingdom road network is the nationwide system of motorways and roads that connects cities, towns, and regions across England, Scotland, Wales, and Northern Ireland.
  • C. Scotland Office
    The Scotland Office is a UK government department responsible for representing Scottish interests within the UK Government and overseeing the devolution settlement for Scotland.
  • D. British railway network
    The British railway network is the nationwide system of interconnected passenger and freight rail lines, stations, and services that spans the United Kingdom.
  • E. Network Rail
    Network Rail is the owner and infrastructure manager of most of the railway network in Great Britain, responsible for tracks, signals, major stations, and related assets.
  • 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: Infrastructure UK
Triple: [Infrastructure and Projects Authority, predecessor, Infrastructure UK]
Generated description
Infrastructure UK was a UK government unit within HM Treasury responsible for advising on and supporting the development, financing, and delivery of major national infrastructure projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Infrastructure UK
Target entity description: Infrastructure UK was a UK government unit within HM Treasury responsible for advising on and supporting the development, financing, and delivery of major national infrastructure projects.
  • A. National Infrastructure Commission
    The National Infrastructure Commission is an independent body in the United Kingdom that provides expert advice and long-term strategic recommendations on the country’s infrastructure needs and priorities.
  • B. United Kingdom road network
    The United Kingdom road network is the nationwide system of motorways and roads that connects cities, towns, and regions across England, Scotland, Wales, and Northern Ireland.
  • C. Scotland Office
    The Scotland Office is a UK government department responsible for representing Scottish interests within the UK Government and overseeing the devolution settlement for Scotland.
  • D. British railway network
    The British railway network is the nationwide system of interconnected passenger and freight rail lines, stations, and services that spans the United Kingdom.
  • E. Network Rail
    Network Rail is the owner and infrastructure manager of most of the railway network in Great Britain, responsible for tracks, signals, major stations, and related assets.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc6188c2481908054887527c633fe completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae895c95388190848f592fc5d48ec6 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8e9193808190a29ed60d74065088 completed March 9, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae8f373c80819095b93a7fecbd788b completed March 9, 2026, 9:13 a.m.
Created at: March 4, 2026, 7:49 p.m.