Triple

T15742346
Position Surface form Disambiguated ID Type / Status
Subject Demerara-Mahaica E381630 entity
Predicate hasSettlement P1068 FINISHED
Object Buxton
Buxton is a village in the Demerara-Mahaica region of Guyana known historically as one of the country’s prominent Afro-Guyanese communities.
 E1174213 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: Buxton | Statement: [Demerara-Mahaica, hasSettlement, Buxton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Buxton
Context triple: [Demerara-Mahaica, hasSettlement, Buxton]
  • A. Buxton
    Buxton is a village in Norfolk, England, known for its rural setting and historic association with the River Bure.
  • B. Buxton
    Buxton is a historic spa town in Derbyshire, England, renowned for its thermal mineral springs and Georgian architecture.
  • C. Buxton
    Buxton is a small city in eastern North Dakota, United States, known for its rural community character and agricultural surroundings.
  • D. Bexton
    Bexton is a small rural area in Cheshire, England, situated on the outskirts of the town of Knutsford.
  • E. Biddulph
    Biddulph is a small town in Staffordshire, England, known historically for its coal mining and rural surroundings.
  • 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: Buxton
Triple: [Demerara-Mahaica, hasSettlement, Buxton]
Generated description
Buxton is a village in the Demerara-Mahaica region of Guyana known historically as one of the country’s prominent Afro-Guyanese communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Buxton
Target entity description: Buxton is a village in the Demerara-Mahaica region of Guyana known historically as one of the country’s prominent Afro-Guyanese communities.
  • A. Buxton
    Buxton is a historic spa town in Derbyshire, England, renowned for its thermal mineral springs and Georgian architecture.
  • B. Buxton
    Buxton is a village in Norfolk, England, known for its rural setting and historic association with the River Bure.
  • C. Buxton
    Buxton is a small city in eastern North Dakota, United States, known for its rural community character and agricultural surroundings.
  • D. Bexton
    Bexton is a small rural area in Cheshire, England, situated on the outskirts of the town of Knutsford.
  • E. Biddulph
    Biddulph is a small town in Staffordshire, England, known historically for its coal mining and rural surroundings.
  • 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_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fd97d6c8190b2fa6ca422bfe512 completed April 16, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff83056aa0819098b757ed125e61fe completed May 9, 2026, 6:55 p.m.
NEDg Description generation batch_69ff83ca33d08190816130bf2ea735df completed May 9, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69ff846436e48190b711da134c9a3b81 completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:46 a.m.