Triple

T16020439
Position Surface form Disambiguated ID Type / Status
Subject UB40 E388583 entity
Predicate member P10 FINISHED
Object James Brown (drummer)
James Brown is a British drummer best known for his work with the reggae and pop band UB40.
E1189102 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: James Brown (drummer) | Statement: [UB40, member, James Brown (drummer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Brown (drummer)
Context triple: [UB40, member, James Brown (drummer)]
  • A. Clyde Stubblefield
    Clyde Stubblefield was an American funk drummer best known for his work with James Brown and for creating some of the most sampled drum breaks in music history, including the iconic "Funky Drummer" groove.
  • B. James Brown
    James Brown is a British architect best known as a partner at the London-based practice Brown and Storey Architects.
  • C. James Brown
    James Brown is a songwriter credited as one of the writers of the hip-hop track "No Church in the Wild" by Jay-Z and Kanye West.
  • D. James Brown
    James Brown is a film producer best known for his work on the acclaimed drama "Still Alice."
  • E. James Brown
    James Brown was an American publisher and co-founder of the prominent publishing house Little, Brown and Company in the 19th 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: James Brown (drummer)
Triple: [UB40, member, James Brown (drummer)]
Generated description
James Brown is a British drummer best known for his work with the reggae and pop band UB40.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Brown (drummer)
Target entity description: James Brown is a British drummer best known for his work with the reggae and pop band UB40.
  • A. Clyde Stubblefield
    Clyde Stubblefield was an American funk drummer best known for his work with James Brown and for creating some of the most sampled drum breaks in music history, including the iconic "Funky Drummer" groove.
  • B. James Brown
    James Brown was an American publisher and co-founder of the prominent publishing house Little, Brown and Company in the 19th century.
  • C. James Brown
    James Brown is an American sportscaster best known as a longtime studio host for NFL coverage on major television networks.
  • D. James Brown
    James Brown is a songwriter credited as one of the writers of the hip-hop track "No Church in the Wild" by Jay-Z and Kanye West.
  • E. James Brown
    James Brown was an American financier and prominent 19th-century banker who played a key role in the development of international banking and merchant finance.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183231f2c81908f4e4037c3aa180b completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf2c6128819091d8f3710578834e completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfea613c8190abfed4d9b32eeeee completed May 10, 2026, 12:23 a.m.
NED2 Entity disambiguation (via description) batch_69ffd0b3d4b08190b1be30954d5d76c0 completed May 10, 2026, 12:26 a.m.
Created at: April 10, 2026, 4:55 a.m.