Triple

T16880708
Position Surface form Disambiguated ID Type / Status
Subject The Incredible True Story E421407 entity
Predicate producer P490 FINISHED
Object Marlon “Chordz” Barrow
Marlon “Chordz” Barrow is a music producer best known for his work on Logic’s concept album *The Incredible True Story*.
E1238221 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: Marlon “Chordz” Barrow | Statement: [The Incredible True Story, producer, Marlon “Chordz” Barrow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marlon “Chordz” Barrow
Context triple: [The Incredible True Story, producer, Marlon “Chordz” Barrow]
  • A. Andre Romelle Young
    Andre Romelle Young is an American rapper, producer, and entrepreneur best known as Dr. Dre, a founding figure in West Coast hip hop and co-founder of Beats Electronics.
  • B. Marlon Taylor
    Marlon Taylor is an American former child actor best known for playing young Mike Hanlon in the 1990 television miniseries adaptation of Stephen King’s "It."
  • C. Chauncey Winbush
    Chauncey Winbush is a collegiate sports administrator who serves as the athletic director for the Rams athletic program.
  • D. Safaree Samuels
    Safaree Samuels is a Jamaican-American rapper, songwriter, and television personality best known for his work with Nicki Minaj and appearances on reality TV shows like Love & Hip Hop.
  • E. Darren Young
    Darren Young is the ring name of American professional wrestler Fred Rosser, best known for his tenure in WWE as part of the tag team The Prime Time Players.
  • 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: Marlon “Chordz” Barrow
Triple: [The Incredible True Story, producer, Marlon “Chordz” Barrow]
Generated description
Marlon “Chordz” Barrow is a music producer best known for his work on Logic’s concept album *The Incredible True Story*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marlon “Chordz” Barrow
Target entity description: Marlon “Chordz” Barrow is a music producer best known for his work on Logic’s concept album *The Incredible True Story*.
  • A. Andre Romelle Young
    Andre Romelle Young is an American rapper, producer, and entrepreneur best known as Dr. Dre, a founding figure in West Coast hip hop and co-founder of Beats Electronics.
  • B. Marlon Taylor
    Marlon Taylor is an American former child actor best known for playing young Mike Hanlon in the 1990 television miniseries adaptation of Stephen King’s "It."
  • C. Chauncey Winbush
    Chauncey Winbush is a collegiate sports administrator who serves as the athletic director for the Rams athletic program.
  • D. Safaree Samuels
    Safaree Samuels is a Jamaican-American rapper, songwriter, and television personality best known for his work with Nicki Minaj and appearances on reality TV shows like Love & Hip Hop.
  • E. Darren Young
    Darren Young is the ring name of American professional wrestler Fred Rosser, best known for his tenure in WWE as part of the tag team The Prime Time Players.
  • 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_69d889d470fc8190b4aec199636c0c56 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3b7fa96588190837777c401880cb3 completed April 18, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2b8fcf081908898f5589b2455ce completed May 10, 2026, 5:39 p.m.
NEDg Description generation batch_6a00c332051c8190b086a6e29b8d9c61 completed May 10, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00c434d8f88190a71c1c4c8e475e33 completed May 10, 2026, 5:45 p.m.
Created at: April 10, 2026, 5:29 a.m.