Triple

T21788977
Position Surface form Disambiguated ID Type / Status
Subject Dyrham E537915 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Hinton
Hinton is a small village in South Gloucestershire, England, known for its rural character and proximity to the historic Dyrham Park estate.
 E1503061 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: Hinton | Statement: [Dyrham, hasNearbySettlement, Hinton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hinton
Context triple: [Dyrham, hasNearbySettlement, Hinton]
  • A. Hinton
    Hinton is the surname of Geoffrey Hinton, a pioneering computer scientist widely regarded as one of the founding figures of deep learning and modern artificial intelligence.
  • B. Hinton
    Hinton is a small city in southern West Virginia known for its historic downtown and scenic location along the New River.
  • C. Hinton
    Hinton is a small city in northwestern Iowa, United States, located in Plymouth County.
  • D. Vinton
    Vinton is a small village in western Texas, located near the city of El Paso and the U.S.–Mexico border.
  • E. Vinton
    Vinton is the given name of Vinton Cerf, an American computer scientist widely recognized as one of the "fathers of the Internet."
  • 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: Hinton
Triple: [Dyrham, hasNearbySettlement, Hinton]
Generated description
Hinton is a small village in South Gloucestershire, England, known for its rural character and proximity to the historic Dyrham Park estate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hinton
Target entity description: Hinton is a small village in South Gloucestershire, England, known for its rural character and proximity to the historic Dyrham Park estate.
  • A. Hinton
    Hinton is the surname of Geoffrey Hinton, a pioneering computer scientist widely regarded as one of the founding figures of deep learning and modern artificial intelligence.
  • B. Hinton
    Hinton is a small city in southern West Virginia known for its historic downtown and scenic location along the New River.
  • C. Hinton
    Hinton is a small city in northwestern Iowa, United States, located in Plymouth County.
  • D. Vinton
    Vinton is the given name of Vinton Cerf, an American computer scientist widely recognized as one of the "fathers of the Internet."
  • E. Vinton
    Vinton is a small village in western Texas, located near the city of El Paso and the U.S.–Mexico border.
  • 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_69e0c47198f881908cb0d237266c10e9 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0621dfa3c8190921bfccbff7331f2 completed April 28, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e72ff48819092b5748718550120 completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3fa18b8481909b0a0471bc4eb592 completed May 17, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0a405450a0819089794cc07aa291b8 completed May 17, 2026, 10:25 p.m.
Created at: April 16, 2026, 6:52 p.m.