Triple

T317024
Position Surface form Disambiguated ID Type / Status
Subject Cambridgeshire E7729 entity
Predicate contains P35 FINISHED
Object 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.
 E40676 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 (unitary authority area for ceremonial purposes) | Statement: [Cambridgeshire, contains, Peterborough (unitary authority area for ceremonial purposes)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Peterborough (unitary authority area for ceremonial purposes)
Context triple: [Cambridgeshire, contains, Peterborough (unitary authority area for ceremonial purposes)]
  • A. Peterborough, Ontario
    Peterborough, Ontario is a mid-sized Canadian city known for its historic role in the development of the Kawartha Lakes region, its Trent-Severn Waterway lock system, and its mix of manufacturing, education, and outdoor recreation.
  • B. Cambridgeshire County Council
    Cambridgeshire County Council is the upper-tier local authority responsible for county-wide services such as education, transport, and social care across Cambridgeshire, England.
  • C. Peterborough United F.C.
    Peterborough United F.C. is an English professional football club based in Peterborough, known for competing in the lower tiers of the Football League and for its intense local rivalry with Cambridge United.
  • D. East Hertfordshire district
    East Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing a mix of historic market towns and rural communities.
  • E. Preston
    Preston is a historic industrial city in Lancashire, England, known for its role in the Industrial Revolution and its status as a major urban center in the North West.
  • 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 (unitary authority area for ceremonial purposes)
Triple: [Cambridgeshire, contains, Peterborough (unitary authority area for ceremonial purposes)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Peterborough (unitary authority area for ceremonial purposes)
Target entity description: 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.
  • A. Peterborough, Ontario
    Peterborough, Ontario is a mid-sized Canadian city known for its historic role in the development of the Kawartha Lakes region, its Trent-Severn Waterway lock system, and its mix of manufacturing, education, and outdoor recreation.
  • B. Cambridgeshire County Council
    Cambridgeshire County Council is the upper-tier local authority responsible for county-wide services such as education, transport, and social care across Cambridgeshire, England.
  • C. Peterborough United F.C.
    Peterborough United F.C. is an English professional football club based in Peterborough, known for competing in the lower tiers of the Football League and for its intense local rivalry with Cambridge United.
  • D. East Hertfordshire district
    East Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing a mix of historic market towns and rural communities.
  • E. Preston
    Preston is a historic industrial city in Lancashire, England, known for its role in the Industrial Revolution and its status as a major urban center in the North West.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea65ca7081908093e6aaaf2d34f7 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3c41c00888190861d2b6d4bfc8904 completed March 1, 2026, 4:44 a.m.
NEDg Description generation batch_69a3c5cca244819082e9565558f23dbe completed March 1, 2026, 4:51 a.m.
NED2 Entity disambiguation (via description) batch_69a3c64599ac81908e30e5452cc91b97 completed March 1, 2026, 4:53 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.