Triple

T7221603
Position Surface form Disambiguated ID Type / Status
Subject Town Deals E150271 entity
Predicate relatedProgramme P6928 FINISHED
Object Future High Streets Fund
The Future High Streets Fund is a UK government initiative that provides investment to help town centres and high streets adapt, regenerate, and thrive in response to changing retail and economic trends.
E649530 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: Future High Streets Fund | Statement: [Town Deals, relatedProgramme, Future High Streets Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Future High Streets Fund
Context triple: [Town Deals, relatedProgramme, Future High Streets Fund]
  • A. Cale Street Investments
    Cale Street Investments is a real estate-focused investment firm known for acquiring and managing major retail and commercial property assets.
  • B. Urban Empowerment Fund
    The Urban Empowerment Fund is a financial initiative of the National Urban League that provides capital and support to spur economic development and entrepreneurship in underserved urban communities.
  • 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. Cambridge Centre for Alternative Finance
    The Cambridge Centre for Alternative Finance is a research institute at the University of Cambridge that focuses on the study of financial innovation, including fintech, alternative finance, and digital assets.
  • E. Northern Powerhouse
    The Northern Powerhouse is a UK economic and political initiative aimed at boosting growth, infrastructure, and devolved powers across cities and regions in the north of England.
  • 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: Future High Streets Fund
Triple: [Town Deals, relatedProgramme, Future High Streets Fund]
Generated description
The Future High Streets Fund is a UK government initiative that provides investment to help town centres and high streets adapt, regenerate, and thrive in response to changing retail and economic trends.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Future High Streets Fund
Target entity description: The Future High Streets Fund is a UK government initiative that provides investment to help town centres and high streets adapt, regenerate, and thrive in response to changing retail and economic trends.
  • A. Cale Street Investments
    Cale Street Investments is a real estate-focused investment firm known for acquiring and managing major retail and commercial property assets.
  • B. Urban Empowerment Fund
    The Urban Empowerment Fund is a financial initiative of the National Urban League that provides capital and support to spur economic development and entrepreneurship in underserved urban communities.
  • 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. Cambridge Centre for Alternative Finance
    The Cambridge Centre for Alternative Finance is a research institute at the University of Cambridge that focuses on the study of financial innovation, including fintech, alternative finance, and digital assets.
  • E. Northern Powerhouse
    The Northern Powerhouse is a UK economic and political initiative aimed at boosting growth, infrastructure, and devolved powers across cities and regions in the north of England.
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b42c5c81908c405f161c35ffb4 completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc0707ec8190b874b23ee0065e32 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cc9face481908d60ef11bba2c3ea completed March 28, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69c7cce7ed2c81909edeb68781e022d5 completed March 28, 2026, 12:43 p.m.
Created at: March 27, 2026, 2:54 p.m.