Triple

T23370498
Position Surface form Disambiguated ID Type / Status
Subject The London E593457 entity
Predicate writer P1360 FINISHED
Object J. Cole
J. Cole is an American rapper, singer, songwriter, and producer known for his introspective lyrics, storytelling, and critically acclaimed albums such as "2014 Forest Hills Drive."
 E49779 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: J. Cole | Statement: [The London, writer, J. Cole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: J. Cole
Context triple: [The London, writer, J. Cole]
  • A. J. Cole
    J. Cole is an American rapper, singer, songwriter, and producer known for his introspective lyrics and critically acclaimed albums such as "2014 Forest Hills Drive."
  • B. Kendrick Lamar
    Kendrick Lamar is a critically acclaimed American rapper, songwriter, and producer known for his complex lyricism, socially conscious themes, and influential albums such as "good kid, m.A.A.d city" and "To Pimp a Butterfly."
  • C. Lecrae
    Lecrae is an American Christian hip hop artist, songwriter, and record producer known for blending faith-based lyrics with mainstream rap and winning multiple Grammy Awards.
  • D. Denzel Curry
    Denzel Curry is an American rapper, singer, and songwriter known for his aggressive delivery, introspective lyrics, and influential role in the South Florida hip-hop scene.
  • E. ScHoolboy Q
    ScHoolboy Q is an American rapper and member of the hip-hop collective Black Hippy, known for albums like "Oxymoron" and "Blank Face LP."
  • 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: J. Cole
Triple: [The London, writer, J. Cole]
Generated description
J. Cole is an American rapper, singer, songwriter, and producer known for his introspective lyrics, storytelling, and critically acclaimed albums such as "2014 Forest Hills Drive."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: J. Cole
Target entity description: J. Cole is an American rapper, singer, songwriter, and producer known for his introspective lyrics, storytelling, and critically acclaimed albums such as "2014 Forest Hills Drive."
  • A. J. Cole chosen
    J. Cole is an American rapper, singer, songwriter, and producer known for his introspective lyrics and critically acclaimed albums such as "2014 Forest Hills Drive."
  • B. Kendrick Lamar
    Kendrick Lamar is a critically acclaimed American rapper, songwriter, and producer known for his complex lyricism, socially conscious themes, and influential albums such as "good kid, m.A.A.d city" and "To Pimp a Butterfly."
  • C. Lecrae
    Lecrae is an American Christian hip hop artist, songwriter, and record producer known for blending faith-based lyrics with mainstream rap and winning multiple Grammy Awards.
  • D. Denzel Curry
    Denzel Curry is an American rapper, singer, and songwriter known for his aggressive delivery, introspective lyrics, and influential role in the South Florida hip-hop scene.
  • E. ScHoolboy Q
    ScHoolboy Q is an American rapper and member of the hip-hop collective Black Hippy, known for albums like "Oxymoron" and "Blank Face LP."
  • F. None of above.

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_69e25d2593c88190bcdf4a716a94ccb2 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a0b0bdc081908c7852c026ca7ff7 completed April 29, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf309528819082226cf5f6cb8947 completed May 19, 2026, 10:07 p.m.
NEDg Description generation batch_6a0ce15fd1ec81909d678480e2820dec completed May 19, 2026, 10:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce1bcd440819087344b83bb0ac0e8 completed May 19, 2026, 10:18 p.m.
Created at: April 17, 2026, 5:32 p.m.