Triple

T21734106
Position Surface form Disambiguated ID Type / Status
Subject Diamond D E536477 entity
Predicate notableWork P4 FINISHED
Object Grown Man Talk
Grown Man Talk is a hip-hop track by producer and rapper Diamond D known for its mature, reflective lyricism and classic boom-bap production.
 E1499540 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: Grown Man Talk | Statement: [Diamond D, notableWork, Grown Man Talk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grown Man Talk
Context triple: [Diamond D, notableWork, Grown Man Talk]
  • A. Grown Man
    "Grown Man" is a 1995 folk album by American singer-songwriter Loudon Wainwright III, known for its witty, introspective songs about adulthood and family life.
  • B. Grown Man
    "Grown Man" is a track from Lil Wayne’s acclaimed 2005 album *Tha Carter II*, showcasing his confident lyricism and evolving Southern rap style.
  • C. Grown Man Business
    "Grown Man Business" is a track by Mos Def from his album *The New Danger*, showcasing his blend of socially conscious lyrics and experimental hip-hop.
  • D. Talkative Man
    Talkative Man is a novella by Indian author R. K. Narayan set in the fictional town of Malgudi, following the humorous and enigmatic adventures of a loquacious journalist.
  • E. Grown Folks
    "Grown Folks" is a song by Ray Ray, likely centered on mature themes of adult relationships and experiences.
  • 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: Grown Man Talk
Triple: [Diamond D, notableWork, Grown Man Talk]
Generated description
Grown Man Talk is a hip-hop track by producer and rapper Diamond D known for its mature, reflective lyricism and classic boom-bap production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grown Man Talk
Target entity description: Grown Man Talk is a hip-hop track by producer and rapper Diamond D known for its mature, reflective lyricism and classic boom-bap production.
  • A. Grown Man
    "Grown Man" is a 1995 folk album by American singer-songwriter Loudon Wainwright III, known for its witty, introspective songs about adulthood and family life.
  • B. Grown Man
    "Grown Man" is a track from Lil Wayne’s acclaimed 2005 album *Tha Carter II*, showcasing his confident lyricism and evolving Southern rap style.
  • C. Grown Man Business
    "Grown Man Business" is a track by Mos Def from his album *The New Danger*, showcasing his blend of socially conscious lyrics and experimental hip-hop.
  • D. Talkative Man
    Talkative Man is a novella by Indian author R. K. Narayan set in the fictional town of Malgudi, following the humorous and enigmatic adventures of a loquacious journalist.
  • E. Grown Folks
    "Grown Folks" is a song by Ray Ray, likely centered on mature themes of adult relationships and experiences.
  • 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_69e0c46d3284819099a4f9d5a704eb95 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69effd09852c8190b3486c09f22ef92b completed April 28, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ed25d808190bf6afff41d8812d4 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a2ffaaa708190b43531cbc6448b00 completed May 17, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0a307b81288190a8254e32b36ed3f1 completed May 17, 2026, 9:17 p.m.
Created at: April 16, 2026, 6:48 p.m.