Triple

T1041226
Position Surface form Disambiguated ID Type / Status
Subject Life After Death E22473 entity
Predicate producer P490 FINISHED
Object Carlos Broady
Carlos Broady is an American hip-hop record producer best known for his work with Bad Boy Records artists in the 1990s, including contributions to The Notorious B.I.G.’s classic material.
 E155975 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: Carlos Broady | Statement: [Life After Death, producer, Carlos Broady]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Carlos Broady
Context triple: [Life After Death, producer, Carlos Broady]
  • A. Jack Bradley
    Jack Bradley is an American local politician who serves as the mayor of Lorain, Ohio.
  • B. Cale Boyter
    Cale Boyter is a film producer known for his work on major genre and franchise movies, including the science fiction action sequel "Pacific Rim: Uprising."
  • C. Brent Thomas
    Brent Thomas is an advertising professional best known for writing Apple’s iconic 1984 Super Bowl commercial.
  • D. Brock Bond
    Brock Bond is an American former professional baseball infielder who played in the San Francisco Giants organization after a standout college career at the University of Missouri.
  • E. Joe Brandt
    Joe Brandt was an American film industry executive and producer best known as one of the co-founders of Columbia Pictures.
  • 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: Carlos Broady
Triple: [Life After Death, producer, Carlos Broady]
Generated description
Carlos Broady is an American hip-hop record producer best known for his work with Bad Boy Records artists in the 1990s, including contributions to The Notorious B.I.G.’s classic material.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Carlos Broady
Target entity description: Carlos Broady is an American hip-hop record producer best known for his work with Bad Boy Records artists in the 1990s, including contributions to The Notorious B.I.G.’s classic material.
  • A. Jack Bradley
    Jack Bradley is an American local politician who serves as the mayor of Lorain, Ohio.
  • B. Cale Boyter
    Cale Boyter is a film producer known for his work on major genre and franchise movies, including the science fiction action sequel "Pacific Rim: Uprising."
  • C. Brent Thomas
    Brent Thomas is an advertising professional best known for writing Apple’s iconic 1984 Super Bowl commercial.
  • D. Brock Bond
    Brock Bond is an American former professional baseball infielder who played in the San Francisco Giants organization after a standout college career at the University of Missouri.
  • E. Joe Brandt
    Joe Brandt was an American film industry executive and producer best known as one of the co-founders of Columbia Pictures.
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82f6c14819080277443ea4722dd completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce55b5748190b54b8205a735ae89 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf47541481909f2032cdf8e4272b completed March 8, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69accff8af488190a7580cf7c02ceed9 completed March 8, 2026, 1:25 a.m.
Created at: March 1, 2026, 7:42 p.m.