Triple

T13880856
Position Surface form Disambiguated ID Type / Status
Subject Louis Bromfield E333710 entity
Predicate familyName P18 FINISHED
Object Bromfield
Bromfield is a surname most notably associated with American author and conservationist Louis Bromfield.
 E1067498 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: Bromfield | Statement: [Louis Bromfield, familyName, Bromfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bromfield
Context triple: [Louis Bromfield, familyName, Bromfield]
  • A. Bromfield
    Bromfield is a small village and civil parish in the Allerdale district of Cumbria in north-west England.
  • B. Brimley
    Brimley is a surname most notably associated with American actor Wilford Brimley, known for his roles in film, television, and commercials.
  • C. Ketcham
    Ketcham is a supporting character in the 1970 Western film "Rio Lobo," which stars John Wayne.
  • D. Holbrook
    Holbrook is a village and civil parish in Suffolk, England, situated on the Shotley Peninsula near the River Stour.
  • E. Holbrook
    Holbrook is the surname of Hal Holbrook, the acclaimed American actor known for his portrayal of Mark Twain and numerous film and television roles.
  • 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: Bromfield
Triple: [Louis Bromfield, familyName, Bromfield]
Generated description
Bromfield is a surname most notably associated with American author and conservationist Louis Bromfield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bromfield
Target entity description: Bromfield is a surname most notably associated with American author and conservationist Louis Bromfield.
  • A. Bromfield
    Bromfield is a small village and civil parish in the Allerdale district of Cumbria in north-west England.
  • B. Brimley
    Brimley is a surname most notably associated with American actor Wilford Brimley, known for his roles in film, television, and commercials.
  • C. Ketcham
    Ketcham is a supporting character in the 1970 Western film "Rio Lobo," which stars John Wayne.
  • D. Holbrook
    Holbrook is the surname of Hal Holbrook, the acclaimed American actor known for his portrayal of Mark Twain and numerous film and television roles.
  • E. Holbrook
    Holbrook is a village and civil parish in Suffolk, England, situated on the Shotley Peninsula near the River Stour.
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0be8566881908b8902e3cd567669 completed April 14, 2026, 9:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c711f9b08190aa5981320597e83b completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c7e1247481908073c1e282c3619f completed May 3, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7c8f2b5588190b6143d676eb648a0 completed May 3, 2026, 10:15 p.m.
Created at: April 9, 2026, 10:15 p.m.