Triple

T1827141
Position Surface form Disambiguated ID Type / Status
Subject South Cambridgeshire E40677 entity
Predicate containsSettlement P847 FINISHED
Object Barton
Barton is a small village and civil parish located in the South Cambridgeshire district of Cambridgeshire, England.
 E203271 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: Barton | Statement: [South Cambridgeshire, containsSettlement, Barton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barton
Context triple: [South Cambridgeshire, containsSettlement, Barton]
  • A. Barton
    Barton is the middle name of William Barton Rogers, the American scientist and educator who founded the Massachusetts Institute of Technology (MIT).
  • B. Barton
    Barton is an inner suburb of Canberra, Australia, known for housing key government departments and diplomatic missions near the shores of Lake Burley Griffin.
  • C. Barton Broad
    Barton Broad is one of the largest and most scenic shallow lakes in the Norfolk Broads of eastern England, popular for boating, wildlife watching, and nature conservation.
  • D. Barnett
    Barnett is a masculine given name most notably associated with the influential American abstract expressionist painter Barnett Newman.
  • E. Bankton
    Bankton is a residential area forming part of the town of Livingston in West Lothian, Scotland.
  • 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: Barton
Triple: [South Cambridgeshire, containsSettlement, Barton]
Generated description
Barton is a small village and civil parish located in the South Cambridgeshire district of Cambridgeshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barton
Target entity description: Barton is a small village and civil parish located in the South Cambridgeshire district of Cambridgeshire, England.
  • A. Barton
    Barton is the middle name of William Barton Rogers, the American scientist and educator who founded the Massachusetts Institute of Technology (MIT).
  • B. Barton
    Barton is an inner suburb of Canberra, Australia, known for housing key government departments and diplomatic missions near the shores of Lake Burley Griffin.
  • C. Barton Broad
    Barton Broad is one of the largest and most scenic shallow lakes in the Norfolk Broads of eastern England, popular for boating, wildlife watching, and nature conservation.
  • D. Barnett
    Barnett is a masculine given name most notably associated with the influential American abstract expressionist painter Barnett Newman.
  • E. Bankton
    Bankton is a residential area forming part of the town of Livingston in West Lothian, Scotland.
  • 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.