Triple

T17623756
Position Surface form Disambiguated ID Type / Status
Subject Comin' from Where I'm From E429778 entity
Predicate producer P490 FINISHED
Object Andreao Heard
Andreao Heard is a music producer best known for his work in contemporary R&B and hip hop, including contributions to Anthony Hamilton’s acclaimed album "Comin' from Where I'm From."
E1280039 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: Andreao Heard | Statement: [Comin' from Where I'm From, producer, Andreao Heard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andreao Heard
Context triple: [Comin' from Where I'm From, producer, Andreao Heard]
  • 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. Juicy Hudson
    Juicy Hudson is a recurring character on the animated television series "The PJs," known for his humorous and exaggerated portrayal as one of the residents of the housing project.
  • C. Lyriq Bent
    Lyriq Bent is a Canadian actor known for his roles in the Saw film series, the television miniseries Book of Negroes, and various film and TV dramas.
  • D. Raheem DeVaughn
    Raheem DeVaughn is an American R&B and neo-soul singer-songwriter known for his smooth vocals, socially conscious lyrics, and Grammy-nominated work.
  • E. Montero Lamar Hill
    Montero Lamar Hill, better known as Lil Nas X, is an American rapper, singer, and songwriter who rose to fame with his genre-blending hit single "Old Town Road."
  • 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: Andreao Heard
Triple: [Comin' from Where I'm From, producer, Andreao Heard]
Generated description
Andreao Heard is a music producer best known for his work in contemporary R&B and hip hop, including contributions to Anthony Hamilton’s acclaimed album "Comin' from Where I'm From."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andreao Heard
Target entity description: Andreao Heard is a music producer best known for his work in contemporary R&B and hip hop, including contributions to Anthony Hamilton’s acclaimed album "Comin' from Where I'm From."
  • 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. Juicy Hudson
    Juicy Hudson is a recurring character on the animated television series "The PJs," known for his humorous and exaggerated portrayal as one of the residents of the housing project.
  • C. Lyriq Bent
    Lyriq Bent is a Canadian actor known for his roles in the Saw film series, the television miniseries Book of Negroes, and various film and TV dramas.
  • D. Raheem DeVaughn
    Raheem DeVaughn is an American R&B and neo-soul singer-songwriter known for his smooth vocals, socially conscious lyrics, and Grammy-nominated work.
  • E. Montero Lamar Hill
    Montero Lamar Hill, better known as Lil Nas X, is an American rapper, singer, and songwriter who rose to fame with his genre-blending hit single "Old Town Road."
  • 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_69d889e37f308190a6aa0a69daff86c7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46dba664c81909dcaf44779db5565 completed April 19, 2026, 5:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020a9714e081909283b932dc5d9301 completed May 11, 2026, 4:57 p.m.
NEDg Description generation batch_6a020b81c0e88190af61ea1a3b89fe8a completed May 11, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_6a020cc2de908190ae82be94c0d9c1a0 completed May 11, 2026, 5:07 p.m.
Created at: April 10, 2026, 5:52 a.m.