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.