Triple

T20960402
Position Surface form Disambiguated ID Type / Status
Subject Tom Brumley E516225 entity
Predicate familyName P18 FINISHED
Object Brumley
Brumley is a surname most notably associated with Tom Brumley, an influential American pedal steel guitarist.
 E1459253 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: Brumley | Statement: [Tom Brumley, familyName, Brumley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brumley
Context triple: [Tom Brumley, familyName, Brumley]
  • A. Brimley
    Brimley is a surname most notably associated with American actor Wilford Brimley, known for his roles in film, television, and commercials.
  • B. Bradeley
    Bradeley is a residential area within the city of Stoke-on-Trent in Staffordshire, England.
  • C. Bromfield
    Bromfield is a surname most notably associated with American author and conservationist Louis Bromfield.
  • D. Bromfield
    Bromfield is a small village and civil parish in the Allerdale district of Cumbria in north-west England.
  • E. Bubley
    Bubley is the surname of Esther Bubley, an influential American photographer known for her documentary work in the mid-20th century.
  • 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: Brumley
Triple: [Tom Brumley, familyName, Brumley]
Generated description
Brumley is a surname most notably associated with Tom Brumley, an influential American pedal steel guitarist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brumley
Target entity description: Brumley is a surname most notably associated with Tom Brumley, an influential American pedal steel guitarist.
  • A. Brimley
    Brimley is a surname most notably associated with American actor Wilford Brimley, known for his roles in film, television, and commercials.
  • B. Bradeley
    Bradeley is a residential area within the city of Stoke-on-Trent in Staffordshire, England.
  • C. Bromfield
    Bromfield is a surname most notably associated with American author and conservationist Louis Bromfield.
  • D. Bromfield
    Bromfield is a small village and civil parish in the Allerdale district of Cumbria in north-west England.
  • E. Bubley
    Bubley is the surname of Esther Bubley, an influential American photographer known for her documentary work in the mid-20th century.
  • 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_69e0b4fde6c48190af1398e7e734629e completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fb6f134081908b1ed48ce708f3d5 completed April 21, 2026, 4:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0927969140819089027995f14d86ee completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a0928e11bc481909b4350770db28671 completed May 17, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0929e0fb308190a224fe9dceb74a1c completed May 17, 2026, 2:37 a.m.
Created at: April 16, 2026, 1:31 p.m.