Triple

T1314906
Position Surface form Disambiguated ID Type / Status
Subject Towns Fund E28078 entity
Predicate requires P100 FINISHED
Object Town Deal
A Town Deal is a government-backed agreement that allocates investment and support to help a specific town drive economic growth, regeneration, and long-term development.
 E28078 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: Town Deal | Statement: [Towns Fund, requires, Town Deal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Town Deal
Context triple: [Towns Fund, requires, Town Deal]
  • A. Titletown
    Titletown is a nickname for Green Bay, Wisconsin, celebrating the city’s storied success and championship legacy in professional football.
  • B. Towns Fund
    The Towns Fund is a UK government funding programme aimed at supporting economic regeneration and long-term growth in selected towns across England.
  • C. Rail Settlement Plan
    The Rail Settlement Plan is a central system used across the UK rail industry to manage ticketing, revenue allocation, and financial settlement between train operating companies.
  • D. Streeterville
    Streeterville is a vibrant neighborhood on Chicago’s Near North Side known for its lakefront attractions, high-rise buildings, and major cultural and tourist destinations.
  • E. Fair City
    Fair City is a traditional nickname for the Scottish city of Perth, reflecting its historic charm and picturesque setting.
  • 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: Town Deal
Triple: [Towns Fund, requires, Town Deal]
Generated description
A Town Deal is a government-backed agreement that allocates investment and support to help a specific town drive economic growth, regeneration, and long-term development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Town Deal
Target entity description: A Town Deal is a government-backed agreement that allocates investment and support to help a specific town drive economic growth, regeneration, and long-term development.
  • A. Titletown
    Titletown is a nickname for Green Bay, Wisconsin, celebrating the city’s storied success and championship legacy in professional football.
  • B. Towns Fund chosen
    The Towns Fund is a UK government funding programme aimed at supporting economic regeneration and long-term growth in selected towns across England.
  • C. Rail Settlement Plan
    The Rail Settlement Plan is a central system used across the UK rail industry to manage ticketing, revenue allocation, and financial settlement between train operating companies.
  • D. Streeterville
    Streeterville is a vibrant neighborhood on Chicago’s Near North Side known for its lakefront attractions, high-rise buildings, and major cultural and tourist destinations.
  • E. Fair City
    Fair City is a traditional nickname for the Scottish city of Perth, reflecting its historic charm and picturesque setting.
  • F. None of above.

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_69a498532c3481909223b74af2e578df completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1598f488190b01cf4c3f1e613a7 completed March 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbaf16a84819089c3473113ae70f9 completed March 7, 2026, 11:55 p.m.
NEDg Description generation batch_69acbb89269081909f00aee480c94e9f completed March 7, 2026, 11:58 p.m.
NED2 Entity disambiguation (via description) batch_69acbc010cd0819080b1f8695dc0990b completed March 8, 2026, midnight
Created at: March 1, 2026, 7:55 p.m.