Triple

T1827114
Position Surface form Disambiguated ID Type / Status
Subject South Cambridgeshire E40677 entity
Predicate containsSettlement P847 FINISHED
Object Histon
Histon is a large village and civil parish in Cambridgeshire, England, situated just north of Cambridge and known for its residential community and local amenities.
 E203259 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: Histon | Statement: [South Cambridgeshire, containsSettlement, Histon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Histon
Context triple: [South Cambridgeshire, containsSettlement, Histon]
  • A. Hitchin
    Hitchin is a historic market town in Hertfordshire, England, known for its medieval streets, traditional markets, and proximity to the Chiltern Hills.
  • B. Huntingdon
    Huntingdon is a parliamentary constituency in Cambridgeshire, England, best known for being represented for many years by former UK Prime Minister John Major.
  • C. Berkhamsted
    Berkhamsted is a historic market town in Hertfordshire, England, known for its medieval castle remains and role as a commuter hub northwest of London.
  • D. Lyneham
    Lyneham is a small rural village located within the district of West Oxfordshire in Oxfordshire, England.
  • E. Ashtead
    Ashtead is a large suburban village in Surrey, England, known for its residential character, local amenities, and proximity to the town of Leatherhead.
  • 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: Histon
Triple: [South Cambridgeshire, containsSettlement, Histon]
Generated description
Histon is a large village and civil parish in Cambridgeshire, England, situated just north of Cambridge and known for its residential community and local amenities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Histon
Target entity description: Histon is a large village and civil parish in Cambridgeshire, England, situated just north of Cambridge and known for its residential community and local amenities.
  • A. Hitchin
    Hitchin is a historic market town in Hertfordshire, England, known for its medieval streets, traditional markets, and proximity to the Chiltern Hills.
  • B. Huntingdon
    Huntingdon is a parliamentary constituency in Cambridgeshire, England, best known for being represented for many years by former UK Prime Minister John Major.
  • C. Berkhamsted
    Berkhamsted is a historic market town in Hertfordshire, England, known for its medieval castle remains and role as a commuter hub northwest of London.
  • D. Lyneham
    Lyneham is a small rural village located within the district of West Oxfordshire in Oxfordshire, England.
  • E. Ashtead
    Ashtead is a large suburban village in Surrey, England, known for its residential character, local amenities, and proximity to the town of Leatherhead.
  • 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_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_69adbf6b4bdc8190b53dbdc9c31e3685 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc07fff60819092b10dd0e417ac5a completed March 8, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69adc0fd79c48190864f53a90517edc6 completed March 8, 2026, 6:33 p.m.
Created at: March 4, 2026, 7:32 p.m.