Triple

T12430486
Position Surface form Disambiguated ID Type / Status
Subject Scott Arfield E297015 entity
Predicate familyName P18 FINISHED
Object Arfield
Arfield is the surname of Scott Arfield, a professional footballer known for playing as a midfielder for clubs such as Burnley and Rangers and representing the Canadian national team.
 E983908 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: Arfield | Statement: [Scott Arfield, familyName, Arfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arfield
Context triple: [Scott Arfield, familyName, Arfield]
  • A. Fielden
    Fielden is an English surname historically associated with figures involved in labor activism and social reform.
  • B. Darfield
    Darfield is a small rural service town in the Canterbury region of New Zealand’s South Island, known as a gateway to nearby ski fields and outdoor recreation areas.
  • C. Darfield
    Darfield is a village in South Yorkshire, England, historically associated with coal mining and situated near the River Dearne.
  • D. Ifield
    Ifield is a residential neighbourhood and historic village area within the town of Crawley in West Sussex, England.
  • E. Nutfield
    Nutfield is a village and civil parish in Surrey, England, known for its rural character and proximity to the town of Redhill.
  • 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: Arfield
Triple: [Scott Arfield, familyName, Arfield]
Generated description
Arfield is the surname of Scott Arfield, a professional footballer known for playing as a midfielder for clubs such as Burnley and Rangers and representing the Canadian national team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arfield
Target entity description: Arfield is the surname of Scott Arfield, a professional footballer known for playing as a midfielder for clubs such as Burnley and Rangers and representing the Canadian national team.
  • A. Fielden
    Fielden is an English surname historically associated with figures involved in labor activism and social reform.
  • B. Darfield
    Darfield is a small rural service town in the Canterbury region of New Zealand’s South Island, known as a gateway to nearby ski fields and outdoor recreation areas.
  • C. Darfield
    Darfield is a village in South Yorkshire, England, historically associated with coal mining and situated near the River Dearne.
  • D. Ifield
    Ifield is a residential neighbourhood and historic village area within the town of Crawley in West Sussex, England.
  • E. Nutfield
    Nutfield is a village and civil parish in Surrey, England, known for its rural character and proximity to the town of Redhill.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7ddc688190bddb242d67fa6e89 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f049c9c81908d870b0ee05f2d7e completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f640b513488190893359e9964dbe98 completed May 2, 2026, 6:21 p.m.
NED2 Entity disambiguation (via description) batch_69f641abe114819093d99a327f2220c2 completed May 2, 2026, 6:25 p.m.
Created at: April 8, 2026, 9:55 p.m.