Triple

T14103649
Position Surface form Disambiguated ID Type / Status
Subject Black Messiah E339445 entity
Predicate producer P490 FINISHED
Object James Gadson
James Gadson is an American drummer and producer renowned for his influential work in soul, R&B, and funk, collaborating with artists such as Bill Withers, Marvin Gaye, and many others.
E1080742 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 Gadson | Statement: [Black Messiah, producer, James Gadson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Gadson
Context triple: [Black Messiah, producer, James Gadson]
  • A. Bunji Garlin
    Bunji Garlin is a Trinidadian soca artist known for his rapid-fire lyrical style and for helping bring Caribbean soca music to international audiences.
  • B. Darryl Glover
    Darryl Glover is a character in Cory Doctorow’s novel "Little Brother," known as one of Marcus Yallow’s close friends and fellow teenage rebels against an oppressive surveillance state.
  • C. Darius Epps
    Darius Epps is a quirky, philosophical, and eccentric friend of Earn and Alfred in the television series "Atlanta," known for his offbeat wisdom and surreal adventures.
  • D. Miles Evans
    Miles Evans is an American jazz trumpeter and bandleader known for continuing and reinterpreting the musical legacy of his father, influential arranger and composer Gil Evans.
  • E. Omari Hardwick
    Omari Hardwick is an American actor best known for his lead role as James "Ghost" St. Patrick in the television series "Power" and for his work in both film and television dramas.
  • 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 Gadson
Triple: [Black Messiah, producer, James Gadson]
Generated description
James Gadson is an American drummer and producer renowned for his influential work in soul, R&B, and funk, collaborating with artists such as Bill Withers, Marvin Gaye, and many others.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Gadson
Target entity description: James Gadson is an American drummer and producer renowned for his influential work in soul, R&B, and funk, collaborating with artists such as Bill Withers, Marvin Gaye, and many others.
  • A. Bunji Garlin
    Bunji Garlin is a Trinidadian soca artist known for his rapid-fire lyrical style and for helping bring Caribbean soca music to international audiences.
  • B. Darryl Glover
    Darryl Glover is a character in Cory Doctorow’s novel "Little Brother," known as one of Marcus Yallow’s close friends and fellow teenage rebels against an oppressive surveillance state.
  • C. Darius Epps
    Darius Epps is a quirky, philosophical, and eccentric friend of Earn and Alfred in the television series "Atlanta," known for his offbeat wisdom and surreal adventures.
  • D. Miles Evans
    Miles Evans is an American jazz trumpeter and bandleader known for continuing and reinterpreting the musical legacy of his father, influential arranger and composer Gil Evans.
  • E. Omari Hardwick
    Omari Hardwick is an American actor best known for his lead role as James "Ghost" St. Patrick in the television series "Power" and for his work in both film and television dramas.
  • 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_69d81c69b5c8819094aa1abf18302908 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5fbd02888190bf07fd6d8769b61c completed April 14, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0b2ade08190a56e9ecf659f83b9 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd854824c8190b71001a8c67ad229 completed May 7, 2026, 6:22 p.m.
NED2 Entity disambiguation (via description) batch_69fcd91c3aac8190a569c6818cf1dabd completed May 7, 2026, 6:25 p.m.
Created at: April 9, 2026, 10:22 p.m.