Triple

T1827133
Position Surface form Disambiguated ID Type / Status
Subject South Cambridgeshire E40677 entity
Predicate containsSettlement P847 FINISHED
Object Longstanton
Longstanton is a village and civil parish in the district of South Cambridgeshire, England, located northwest of Cambridge and known for its rapid recent expansion and proximity to the guided busway.
 E206528 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: Longstanton | Statement: [South Cambridgeshire, containsSettlement, Longstanton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Longstanton
Context triple: [South Cambridgeshire, containsSettlement, Longstanton]
  • A. Stonesfield
    Stonesfield is a rural village in Oxfordshire, England, known historically for its Cotswold stone quarries and scenic countryside setting.
  • B. Kempshott
    Kempshott is a residential suburb of Basingstoke in Hampshire, England, known for its family housing and local amenities.
  • C. Highworth
    Highworth is a historic market town in Wiltshire, England, known for its elevated position and traditional architecture.
  • D. Dunstable
    Dunstable is a historic market town in Bedfordshire, England, known for its location at the crossroads of ancient routes and its proximity to the Chiltern Hills.
  • E. Cottenham
    Cottenham is a large, historic village and civil parish in Cambridgeshire, England, known for its fen-edge location and traditional rural character.
  • 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: Longstanton
Triple: [South Cambridgeshire, containsSettlement, Longstanton]
Generated description
Longstanton is a village and civil parish in the district of South Cambridgeshire, England, located northwest of Cambridge and known for its rapid recent expansion and proximity to the guided busway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Longstanton
Target entity description: Longstanton is a village and civil parish in the district of South Cambridgeshire, England, located northwest of Cambridge and known for its rapid recent expansion and proximity to the guided busway.
  • A. Stonesfield
    Stonesfield is a rural village in Oxfordshire, England, known historically for its Cotswold stone quarries and scenic countryside setting.
  • B. Kempshott
    Kempshott is a residential suburb of Basingstoke in Hampshire, England, known for its family housing and local amenities.
  • C. Highworth
    Highworth is a historic market town in Wiltshire, England, known for its elevated position and traditional architecture.
  • D. Dunstable
    Dunstable is a historic market town in Bedfordshire, England, known for its location at the crossroads of ancient routes and its proximity to the Chiltern Hills.
  • E. Cottenham chosen
    Cottenham is a large, historic village and civil parish in Cambridgeshire, England, known for its fen-edge location and traditional rural character.
  • 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_69a8864644bc8190b2358ab897194ac1 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb01022108190b1da05a31454ab8d completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf45fcd08190a82a4057470eb3ee completed March 8, 2026, 8:42 p.m.
NEDg Description generation batch_69ade34a51b88190937437a1856557c8 completed March 8, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_69ade3e2625c81909df2b22ce4cbf3ff completed March 8, 2026, 9:02 p.m.
Created at: March 4, 2026, 7:32 p.m.