Triple

T21503647
Position Surface form Disambiguated ID Type / Status
Subject Ernest Marples E530540 entity
Predicate sphereOfInfluence P2828 FINISHED
Object United Kingdom transport policy
United Kingdom transport policy encompasses the government’s strategic planning, regulation, and investment in the nation’s road, rail, air, and maritime transport systems to support mobility, economic growth, and environmental goals.
E1488250 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: United Kingdom transport policy | Statement: [Ernest Marples, sphereOfInfluence, United Kingdom transport policy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Kingdom transport policy
Context triple: [Ernest Marples, sphereOfInfluence, United Kingdom transport policy]
  • A. United Kingdom transport network
    The United Kingdom transport network is the integrated system of roads, railways, air routes, and waterways that connects and supports the movement of people and goods across England, Scotland, Wales, and Northern Ireland.
  • B. National Transport Strategy for Scotland
    The National Transport Strategy for Scotland is the Scottish Government’s long-term framework that sets out the vision, priorities, and policies for developing and managing Scotland’s transport system.
  • C. Strategic Transport Projects Review
    The Strategic Transport Projects Review is a long-term planning document that outlines Scotland’s national transport investment priorities and major infrastructure projects.
  • D. National Land Transport Programme
    The National Land Transport Programme is New Zealand’s central funding and planning framework for investing in the country’s land transport system, including roads, public transport, and walking and cycling infrastructure.
  • E. Transport Act 2000
    The Transport Act 2000 is a UK law that overhauled the regulation and planning of transport, particularly rail services, by establishing new frameworks for strategic oversight and public–private coordination.
  • 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: United Kingdom transport policy
Triple: [Ernest Marples, sphereOfInfluence, United Kingdom transport policy]
Generated description
United Kingdom transport policy encompasses the government’s strategic planning, regulation, and investment in the nation’s road, rail, air, and maritime transport systems to support mobility, economic growth, and environmental goals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Kingdom transport policy
Target entity description: United Kingdom transport policy encompasses the government’s strategic planning, regulation, and investment in the nation’s road, rail, air, and maritime transport systems to support mobility, economic growth, and environmental goals.
  • A. United Kingdom transport network
    The United Kingdom transport network is the integrated system of roads, railways, air routes, and waterways that connects and supports the movement of people and goods across England, Scotland, Wales, and Northern Ireland.
  • B. National Transport Strategy for Scotland
    The National Transport Strategy for Scotland is the Scottish Government’s long-term framework that sets out the vision, priorities, and policies for developing and managing Scotland’s transport system.
  • C. Strategic Transport Projects Review
    The Strategic Transport Projects Review is a long-term planning document that outlines Scotland’s national transport investment priorities and major infrastructure projects.
  • D. National Land Transport Programme
    The National Land Transport Programme is New Zealand’s central funding and planning framework for investing in the country’s land transport system, including roads, public transport, and walking and cycling infrastructure.
  • E. Transport Act 2000
    The Transport Act 2000 is a UK law that overhauled the regulation and planning of transport, particularly rail services, by establishing new frameworks for strategic oversight and public–private coordination.
  • 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_69e0c45c81f08190a6b8bbb70a45aae7 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea5deb388190a89a1f94285b7e55 completed April 23, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e1414ca88190973fcd9d2866c883 completed May 17, 2026, 3:39 p.m.
NEDg Description generation batch_6a09e2d3cc6881909c1c23d06b8dfb16 completed May 17, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_6a09e346d35481909a6c12377e12e525 completed May 17, 2026, 3:48 p.m.
Created at: April 16, 2026, 6:24 p.m.