Triple

T16414175
Position Surface form Disambiguated ID Type / Status
Subject National Infrastructure Assessment 2023 E398639 entity
Predicate predecessor P97 FINISHED
Object National Infrastructure Assessment 2018
National Infrastructure Assessment 2018 is a major strategic review by the UK’s National Infrastructure Commission that set long-term recommendations for the country’s infrastructure needs and investment priorities.
E1212755 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: National Infrastructure Assessment 2018 | Statement: [National Infrastructure Assessment 2023, predecessor, National Infrastructure Assessment 2018]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Infrastructure Assessment 2018
Context triple: [National Infrastructure Assessment 2023, predecessor, National Infrastructure Assessment 2018]
  • A. 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.
  • B. National Infrastructure Strategy
    The National Infrastructure Strategy is a UK government plan that sets out long-term priorities and funding commitments for developing and upgrading the country’s infrastructure, including transport, energy, digital networks, and public services.
  • C. 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.
  • D. 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.
  • E. National Infrastructure Protection Plan
    The National Infrastructure Protection Plan is a U.S. strategic framework that coordinates government and private-sector efforts to safeguard and enhance the resilience of the nation’s critical infrastructure and key resources.
  • 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: National Infrastructure Assessment 2018
Triple: [National Infrastructure Assessment 2023, predecessor, National Infrastructure Assessment 2018]
Generated description
National Infrastructure Assessment 2018 is a major strategic review by the UK’s National Infrastructure Commission that set long-term recommendations for the country’s infrastructure needs and investment priorities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Infrastructure Assessment 2018
Target entity description: National Infrastructure Assessment 2018 is a major strategic review by the UK’s National Infrastructure Commission that set long-term recommendations for the country’s infrastructure needs and investment priorities.
  • A. 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.
  • B. National Infrastructure Strategy
    The National Infrastructure Strategy is a UK government plan that sets out long-term priorities and funding commitments for developing and upgrading the country’s infrastructure, including transport, energy, digital networks, and public services.
  • C. 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.
  • D. 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.
  • E. National Infrastructure Protection Plan
    The National Infrastructure Protection Plan is a U.S. strategic framework that coordinates government and private-sector efforts to safeguard and enhance the resilience of the nation’s critical infrastructure and key resources.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e3287683f48190975a016e6333882c completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00457d9f4081908a5f28eeafc44695 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a00469f5d8081908c21fc30dcb5d5b8 completed May 10, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0047322384819082a95f9a6f5a53fc completed May 10, 2026, 8:52 a.m.
Created at: April 10, 2026, 5:09 a.m.