Triple

T8180610
Position Surface form Disambiguated ID Type / Status
Subject United Kingdom planning law E191048 entity
Predicate keyConcept P531 FINISHED
Object Nationally Significant Infrastructure Projects
Nationally Significant Infrastructure Projects are large-scale developments in areas like energy, transport, water, and waste in the UK that follow a special fast-track planning and consent regime due to their national importance.
E716605 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: Nationally Significant Infrastructure Projects | Statement: [United Kingdom planning law, keyConcept, Nationally Significant Infrastructure Projects]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nationally Significant Infrastructure Projects
Context triple: [United Kingdom planning law, keyConcept, Nationally Significant Infrastructure Projects]
  • A. National Infrastructure and Construction Pipeline
    The National Infrastructure and Construction Pipeline is the UK government’s forward-looking schedule of planned and funded infrastructure and construction projects, providing visibility and certainty to industry and investors.
  • B. 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.
  • C. North East Special Infrastructure Development Scheme
    The North East Special Infrastructure Development Scheme is an Indian government program that funds critical infrastructure and social sector projects to accelerate economic development in the country’s North Eastern Region.
  • D. National Infrastructure Assessment 2023
    The National Infrastructure Assessment 2023 is the UK’s flagship long-term strategy report setting out recommendations for future investment and policy across critical national infrastructure sectors.
  • E. National Highways Development Project
    The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
  • 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: Nationally Significant Infrastructure Projects
Triple: [United Kingdom planning law, keyConcept, Nationally Significant Infrastructure Projects]
Generated description
Nationally Significant Infrastructure Projects are large-scale developments in areas like energy, transport, water, and waste in the UK that follow a special fast-track planning and consent regime due to their national importance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nationally Significant Infrastructure Projects
Target entity description: Nationally Significant Infrastructure Projects are large-scale developments in areas like energy, transport, water, and waste in the UK that follow a special fast-track planning and consent regime due to their national importance.
  • A. National Infrastructure and Construction Pipeline
    The National Infrastructure and Construction Pipeline is the UK government’s forward-looking schedule of planned and funded infrastructure and construction projects, providing visibility and certainty to industry and investors.
  • B. 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.
  • C. North East Special Infrastructure Development Scheme
    The North East Special Infrastructure Development Scheme is an Indian government program that funds critical infrastructure and social sector projects to accelerate economic development in the country’s North Eastern Region.
  • D. National Infrastructure Assessment 2023
    The National Infrastructure Assessment 2023 is the UK’s flagship long-term strategy report setting out recommendations for future investment and policy across critical national infrastructure sectors.
  • E. National Highways Development Project
    The National Highways Development Project is a major Indian infrastructure initiative aimed at expanding, modernizing, and improving the country’s national highway network to enhance connectivity and support economic growth.
  • 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_69ca82c4538081909404325aa5639483 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4ac012948190bb4e2448561692e6 completed March 31, 2026, 4:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf86f8848190a196f7c8d3ad2b36 completed April 1, 2026, 6:47 a.m.
NEDg Description generation batch_69ccc315132c8190bb0ad49232ccc3b8 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd87585148190a2d8b81ab352d123 completed April 1, 2026, 8:33 a.m.
Created at: March 30, 2026, 5:40 p.m.