Triple

T5937309
Position Surface form Disambiguated ID Type / Status
Subject Big Pimpin' E132073 entity
Predicate writer P1360 FINISHED
Object Chad Butler
Chad Butler, better known as Pimp C, was an influential American rapper and producer, best known as one half of the Southern hip hop duo UGK.
 E561422 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: Chad Butler | Statement: [Big Pimpin', writer, Chad Butler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chad Butler
Context triple: [Big Pimpin', writer, Chad Butler]
  • A. Chad Coleman
    Chad Coleman is an American actor best known for his roles as Tyreese on "The Walking Dead" and Dennis "Cutty" Wise on "The Wire."
  • B. Chad Everett
    Chad Everett was an American actor best known for his starring role as Dr. Joe Gannon on the television drama series "Medical Center" in the late 1960s and 1970s.
  • C. Chad Seiter
    Chad Seiter is an American composer and orchestrator known for his work on television series, films, and video game soundtracks.
  • D. Chad Channing
    Chad Channing is an American drummer best known for his early work with the grunge band Nirvana, including playing on much of their debut album "Bleach."
  • E. Chad Oman
    Chad Oman is a film producer known for his work on major Hollywood action and blockbuster films, including entries in the Bad Boys franchise.
  • 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: Chad Butler
Triple: [Big Pimpin', writer, Chad Butler]
Generated description
Chad Butler, better known as Pimp C, was an influential American rapper and producer, best known as one half of the Southern hip hop duo UGK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chad Butler
Target entity description: Chad Butler, better known as Pimp C, was an influential American rapper and producer, best known as one half of the Southern hip hop duo UGK.
  • A. Chad Coleman
    Chad Coleman is an American actor best known for his roles as Tyreese on "The Walking Dead" and Dennis "Cutty" Wise on "The Wire."
  • B. Chad Everett
    Chad Everett was an American actor best known for his starring role as Dr. Joe Gannon on the television drama series "Medical Center" in the late 1960s and 1970s.
  • C. Chad Seiter
    Chad Seiter is an American composer and orchestrator known for his work on television series, films, and video game soundtracks.
  • D. Chad Channing
    Chad Channing is an American drummer best known for his early work with the grunge band Nirvana, including playing on much of their debut album "Bleach."
  • E. Chad Oman
    Chad Oman is a film producer known for his work on major Hollywood action and blockbuster films, including entries in the Bad Boys franchise.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038eca9688190adeed21df058daf1 completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c108202c608190b930859eb926ea15 completed March 23, 2026, 9:30 a.m.
NEDg Description generation batch_69c10b0c23d48190a9e683858c29449d completed March 23, 2026, 9:42 a.m.
NED2 Entity disambiguation (via description) batch_69c10bb3dd6481909d61d2cda5150ea7 completed March 23, 2026, 9:45 a.m.
Created at: March 22, 2026, 4:01 p.m.