Triple

T19994474
Position Surface form Disambiguated ID Type / Status
Subject Doe or Die E494155 entity
Predicate producer P490 FINISHED
Object Spunk Bigga
Spunk Bigga is a hip-hop music producer known for his work on AZ’s debut album "Doe or Die."
 E1405614 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: Spunk Bigga | Statement: [Doe or Die, producer, Spunk Bigga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spunk Bigga
Context triple: [Doe or Die, producer, Spunk Bigga]
  • A. Spunk
    Spunk is an unofficial 1977 bootleg album of early Sex Pistols studio recordings that predates and contrasts with their official debut, Never Mind the Bollocks, Here’s the Sex Pistols.
  • B. Tyrone Biggums
    Tyrone Biggums is a popular comedic crack-addict character portrayed by Dave Chappelle in various sketches on the television series "Chappelle's Show."
  • C. Charlie Croker
    Charlie Croker is the charismatic mastermind thief who leads a high-stakes gold heist in the 2003 film "The Italian Job."
  • D. Willie Clay
    Willie Clay is a former American football defensive lineman best known for his NFL career, including winning Super Bowl XXXI with the New England Patriots.
  • E. Eddie “Cleanhead” Vinson
    Eddie “Cleanhead” Vinson was an American blues and jazz alto saxophonist and singer known for his gritty tone, swinging style, and influential blend of jump blues and bebop.
  • 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: Spunk Bigga
Triple: [Doe or Die, producer, Spunk Bigga]
Generated description
Spunk Bigga is a hip-hop music producer known for his work on AZ’s debut album "Doe or Die."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spunk Bigga
Target entity description: Spunk Bigga is a hip-hop music producer known for his work on AZ’s debut album "Doe or Die."
  • A. Spunk
    Spunk is an unofficial 1977 bootleg album of early Sex Pistols studio recordings that predates and contrasts with their official debut, Never Mind the Bollocks, Here’s the Sex Pistols.
  • B. Tyrone Biggums
    Tyrone Biggums is a popular comedic crack-addict character portrayed by Dave Chappelle in various sketches on the television series "Chappelle's Show."
  • C. Charlie Croker
    Charlie Croker is the charismatic mastermind thief who leads a high-stakes gold heist in the 2003 film "The Italian Job."
  • D. Willie Clay
    Willie Clay is a former American football defensive lineman best known for his NFL career, including winning Super Bowl XXXI with the New England Patriots.
  • E. Eddie “Cleanhead” Vinson
    Eddie “Cleanhead” Vinson was an American blues and jazz alto saxophonist and singer known for his gritty tone, swinging style, and influential blend of jump blues and bebop.
  • 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_69da626b2d748190886981ea90c8b2ea completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65fe306548190a6924ce3798a4d3d completed April 20, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0805061b248190ae4ac97f28203a4f completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a0806b68a448190813cef122c3f2412 completed May 16, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_6a080750f4b08190af91aa33debf96d0 completed May 16, 2026, 5:57 a.m.
Created at: April 11, 2026, 3:31 p.m.