Triple

T13698988
Position Surface form Disambiguated ID Type / Status
Subject Jean Grae E328464 entity
Predicate alsoKnownAs P39 FINISHED
Object What? What?
What? What? is an alias used by Jean Grae, an American underground hip hop MC known for her sharp lyricism and complex wordplay.
 E1056015 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: What? What? | Statement: [Jean Grae, alsoKnownAs, What? What?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What? What?
Context triple: [Jean Grae, alsoKnownAs, What? What?]
  • A. What?
    "What?" is a track by A Tribe Called Quest from their influential 1991 hip-hop album *The Low End Theory*, known for its playful, stream-of-consciousness lyrics over a jazz-infused beat.
  • B. What?
    "What?" is a 1972 surreal black comedy film directed by Roman Polanski, known for its absurd, dreamlike narrative and provocative blend of sex and violence.
  • C. What What
    "What What" is a stand-up comedy show by South African comedian and actor Riaad Moosa, showcasing his observational humor and social commentary.
  • D. Who?
    "Who?" is a popular song by Jerome Kern and Oscar Hammerstein II that became a standard of early 20th-century American musical theater.
  • E. What About
    "What About" is a song by American singer Janet Jackson from her acclaimed 1997 album *The Velvet Rope*, noted for its raw exploration of emotional and domestic abuse.
  • 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: What? What?
Triple: [Jean Grae, alsoKnownAs, What? What?]
Generated description
What? What? is an alias used by Jean Grae, an American underground hip hop MC known for her sharp lyricism and complex wordplay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What? What?
Target entity description: What? What? is an alias used by Jean Grae, an American underground hip hop MC known for her sharp lyricism and complex wordplay.
  • A. What?
    "What?" is a track by A Tribe Called Quest from their influential 1991 hip-hop album *The Low End Theory*, known for its playful, stream-of-consciousness lyrics over a jazz-infused beat.
  • B. What?
    "What?" is a 1972 surreal black comedy film directed by Roman Polanski, known for its absurd, dreamlike narrative and provocative blend of sex and violence.
  • C. What What
    "What What" is a stand-up comedy show by South African comedian and actor Riaad Moosa, showcasing his observational humor and social commentary.
  • D. Who?
    "Who?" is a popular song by Jerome Kern and Oscar Hammerstein II that became a standard of early 20th-century American musical theater.
  • E. What About
    "What About" is a song by American singer Janet Jackson from her acclaimed 1997 album *The Velvet Rope*, noted for its raw exploration of emotional and domestic abuse.
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc878b57c819094e7ea6d1a64211f completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f794559e9c81909ef8a6d9b9f480b3 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f798aab9c48190acaa78864e89411f completed May 3, 2026, 6:49 p.m.
NED2 Entity disambiguation (via description) batch_69f79943e4f4819098fa82cb6a32e08a completed May 3, 2026, 6:51 p.m.
Created at: April 9, 2026, 9:54 p.m.