Triple

T8584127
Position Surface form Disambiguated ID Type / Status
Subject North West Cambridgeshire (UK Parliament constituency) E203258 entity
Predicate previousConstituency P16751 FINISHED
Object Peterborough (UK Parliament constituency)
Peterborough (UK Parliament constituency) is a long-established electoral area in Cambridgeshire, England, represented in the UK House of Commons by a single Member of Parliament.
E742668 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: Peterborough (UK Parliament constituency) | Statement: [North West Cambridgeshire (UK Parliament constituency), previousConstituency, Peterborough (UK Parliament constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peterborough (UK Parliament constituency)
Context triple: [North West Cambridgeshire (UK Parliament constituency), previousConstituency, Peterborough (UK Parliament constituency)]
  • A. Petersfield (UK Parliament constituency)
    Petersfield (UK Parliament constituency) was a former parliamentary seat in Hampshire, England, represented in the House of Commons until its abolition and replacement by the East Hampshire constituency.
  • B. Peterborough (unitary authority area for ceremonial purposes)
    Peterborough is a city and unitary authority in eastern England that functions as a separate local government area while remaining part of the ceremonial county of Cambridgeshire.
  • C. Hertford constituency
    Hertford constituency was a former parliamentary constituency in Hertfordshire, England, that elected Members of Parliament to the UK House of Commons.
  • D. Northumberland—Peterborough South
    Northumberland—Peterborough South is a Canadian federal electoral district in Ontario that elects a Member of Parliament to the House of Commons.
  • E. Cleethorpes (UK Parliament constituency)
    Cleethorpes (UK Parliament constituency) is a UK parliamentary seat in Lincolnshire that covers the seaside town of Cleethorpes and surrounding areas, electing one Member of Parliament to the House of Commons.
  • 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: Peterborough (UK Parliament constituency)
Triple: [North West Cambridgeshire (UK Parliament constituency), previousConstituency, Peterborough (UK Parliament constituency)]
Generated description
Peterborough (UK Parliament constituency) is a long-established electoral area in Cambridgeshire, England, represented in the UK House of Commons by a single Member of Parliament.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peterborough (UK Parliament constituency)
Target entity description: Peterborough (UK Parliament constituency) is a long-established electoral area in Cambridgeshire, England, represented in the UK House of Commons by a single Member of Parliament.
  • A. Petersfield (UK Parliament constituency)
    Petersfield (UK Parliament constituency) was a former parliamentary seat in Hampshire, England, represented in the House of Commons until its abolition and replacement by the East Hampshire constituency.
  • B. Peterborough (unitary authority area for ceremonial purposes)
    Peterborough is a city and unitary authority in eastern England that functions as a separate local government area while remaining part of the ceremonial county of Cambridgeshire.
  • C. Hertford constituency
    Hertford constituency was a former parliamentary constituency in Hertfordshire, England, that elected Members of Parliament to the UK House of Commons.
  • D. Northumberland—Peterborough South
    Northumberland—Peterborough South is a Canadian federal electoral district in Ontario that elects a Member of Parliament to the House of Commons.
  • E. Cleethorpes (UK Parliament constituency)
    Cleethorpes (UK Parliament constituency) is a UK parliamentary seat in Lincolnshire that covers the seaside town of Cleethorpes and surrounding areas, electing one Member of Parliament to the House of Commons.
  • 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_69ca8329bb7c8190a63c643730839103 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbeb1ecc188190bbe2ab8d2423505b completed March 31, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce89bfb95c81909660460d5813fdaf completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8ac2aec0819087770c0e9dfd3174 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8b637bbc819097bf333d348631cd completed April 2, 2026, 3:29 p.m.
Created at: March 30, 2026, 6:22 p.m.