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.