Triple

T9973994
Position Surface form Disambiguated ID Type / Status
Subject Irwell Valley New Deal for Communities area E196278 entity
Predicate partOf P40 FINISHED
Object New Deal for Communities programme
The New Deal for Communities programme was a UK government regeneration initiative launched in the late 1990s to tackle deep-seated social, economic, and environmental problems in some of the country’s most deprived neighbourhoods.
E832332 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: New Deal for Communities programme | Statement: [Irwell Valley New Deal for Communities area, partOf, New Deal for Communities programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Deal for Communities programme
Context triple: [Irwell Valley New Deal for Communities area, partOf, New Deal for Communities programme]
  • A. Scottish new towns programme
    The Scottish new towns programme was a post-World War II urban planning initiative that created planned communities across Scotland to alleviate housing shortages, decentralize population, and stimulate regional economic development.
  • B. Aspirational Districts Programme
    The Aspirational Districts Programme is an Indian government initiative aimed at rapidly transforming underdeveloped districts by improving key socio-economic indicators through focused, data-driven governance and targeted interventions.
  • C. Levelling Up Fund
    The Levelling Up Fund is a UK government funding programme that supports local infrastructure, regeneration, and cultural projects to reduce regional inequalities across the country.
  • D. Empowerment Zones and Enterprise Communities program
    The Empowerment Zones and Enterprise Communities program is a federal initiative that provides tax incentives and grants to stimulate economic development and job creation in distressed urban and rural communities.
  • E. UK Shared Prosperity Fund
    The UK Shared Prosperity Fund is a government funding programme designed to reduce regional inequalities and support local economic growth and community development across the United Kingdom.
  • 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: New Deal for Communities programme
Triple: [Irwell Valley New Deal for Communities area, partOf, New Deal for Communities programme]
Generated description
The New Deal for Communities programme was a UK government regeneration initiative launched in the late 1990s to tackle deep-seated social, economic, and environmental problems in some of the country’s most deprived neighbourhoods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Deal for Communities programme
Target entity description: The New Deal for Communities programme was a UK government regeneration initiative launched in the late 1990s to tackle deep-seated social, economic, and environmental problems in some of the country’s most deprived neighbourhoods.
  • A. Scottish new towns programme
    The Scottish new towns programme was a post-World War II urban planning initiative that created planned communities across Scotland to alleviate housing shortages, decentralize population, and stimulate regional economic development.
  • B. Aspirational Districts Programme
    The Aspirational Districts Programme is an Indian government initiative aimed at rapidly transforming underdeveloped districts by improving key socio-economic indicators through focused, data-driven governance and targeted interventions.
  • C. Levelling Up Fund
    The Levelling Up Fund is a UK government funding programme that supports local infrastructure, regeneration, and cultural projects to reduce regional inequalities across the country.
  • D. Empowerment Zones and Enterprise Communities program
    The Empowerment Zones and Enterprise Communities program is a federal initiative that provides tax incentives and grants to stimulate economic development and job creation in distressed urban and rural communities.
  • E. UK Shared Prosperity Fund
    The UK Shared Prosperity Fund is a government funding programme designed to reduce regional inequalities and support local economic growth and community development across the United Kingdom.
  • 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_69ca82eea2b88190a0e511d21a31f386 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb7bc68608190a6545ea112850618 completed April 2, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23ddcc01c8190bb00ac13cbbbb1fb completed April 5, 2026, 10:47 a.m.
NEDg Description generation batch_69d23eb2971c8190bcdbc31b4ef19816 completed April 5, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69d240d7b7e881909183d7c33bd8cb5b completed April 5, 2026, 11 a.m.
Created at: March 30, 2026, 8:48 p.m.