Triple

T7375991
Position Surface form Disambiguated ID Type / Status
Subject John Bradfield E170124 entity
Predicate familyName P18 FINISHED
Object Bradfield
Bradfield is a surname of English origin borne by various notable individuals across fields such as engineering, politics, and the arts.
 E659935 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: Bradfield | Statement: [John Bradfield, familyName, Bradfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bradfield
Context triple: [John Bradfield, familyName, Bradfield]
  • A. Courtfield
    Courtfield is a residential district within the Royal Borough of Kensington and Chelsea in west London, known for its affluent character and proximity to central London amenities.
  • B. Helburn
    Helburn is a surname most notably associated with Theresa Helburn, an influential American theatrical producer and co-founder of the Theatre Guild.
  • C. Feilding
    Feilding is a rural service town in New Zealand known for its agricultural industry, historic Edwardian architecture, and regular livestock markets.
  • D. Steptoe Valley
    Steptoe Valley is a long, high-desert basin in eastern Nevada known for its wide open landscapes, ranching, and proximity to mountain ranges like the Schell Creek Range.
  • E. Edisford
    Edisford is a small locality in Lancashire, England, known for its riverside setting on the outskirts of Clitheroe in the Ribble Valley.
  • 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: Bradfield
Triple: [John Bradfield, familyName, Bradfield]
Generated description
Bradfield is a surname of English origin borne by various notable individuals across fields such as engineering, politics, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bradfield
Target entity description: Bradfield is a surname of English origin borne by various notable individuals across fields such as engineering, politics, and the arts.
  • A. Courtfield
    Courtfield is a residential district within the Royal Borough of Kensington and Chelsea in west London, known for its affluent character and proximity to central London amenities.
  • B. Helburn
    Helburn is a surname most notably associated with Theresa Helburn, an influential American theatrical producer and co-founder of the Theatre Guild.
  • C. Feilding
    Feilding is a rural service town in New Zealand known for its agricultural industry, historic Edwardian architecture, and regular livestock markets.
  • D. Steptoe Valley
    Steptoe Valley is a long, high-desert basin in eastern Nevada known for its wide open landscapes, ranching, and proximity to mountain ranges like the Schell Creek Range.
  • E. Edisford
    Edisford is a small locality in Lancashire, England, known for its riverside setting on the outskirts of Clitheroe in the Ribble Valley.
  • 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_69c68a5bfaac81909ce7f001dfb70c76 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f1a780f88190abf11994e307b6ad completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c802d15a8481908e43701459607276 completed March 28, 2026, 4:33 p.m.
NEDg Description generation batch_69c803ad72308190a9640f2fb043daab completed March 28, 2026, 4:37 p.m.
NED2 Entity disambiguation (via description) batch_69c8043121988190b7c9ea0f786296c2 completed March 28, 2026, 4:39 p.m.
Created at: March 27, 2026, 3:07 p.m.