Triple

T5937310
Position Surface form Disambiguated ID Type / Status
Subject Big Pimpin' E132073 entity
Predicate writer P1360 FINISHED
Object Bernard Freeman
Bernard Freeman, better known by his stage name Bun B, is an American rapper and one-half of the influential Southern hip hop duo UGK.
E559240 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: Bernard Freeman | Statement: [Big Pimpin', writer, Bernard Freeman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernard Freeman
Context triple: [Big Pimpin', writer, Bernard Freeman]
  • A. Bernard Fowler
    Bernard Fowler is an American singer, songwriter, and producer best known for his longtime work as a backing vocalist for The Rolling Stones and numerous other rock and funk artists.
  • B. Bernard Bresslaw
    Bernard Bresslaw was a British comic actor best known for his towering height and recurring roles in the "Carry On" film series.
  • C. Bernard Hart
    Bernard Hart was an early American financier and broker known for being among the original founders of what became the New York Stock Exchange.
  • D. Bernard Lowe
    Bernard Lowe is a central character in the television series "Westworld," depicted as a brilliant but troubled programmer and head of the park's Programming Division who grapples with questions of identity and consciousness.
  • E. Fred Jowett
    Fred Jowett was a British socialist politician and early Labour Party figure who served as MP for Bradford and helped shape the party’s formative policies and organization.
  • 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: Bernard Freeman
Triple: [Big Pimpin', writer, Bernard Freeman]
Generated description
Bernard Freeman, better known by his stage name Bun B, is an American rapper and one-half of the influential Southern hip hop duo UGK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernard Freeman
Target entity description: Bernard Freeman, better known by his stage name Bun B, is an American rapper and one-half of the influential Southern hip hop duo UGK.
  • A. Bernard Fowler
    Bernard Fowler is an American singer, songwriter, and producer best known for his longtime work as a backing vocalist for The Rolling Stones and numerous other rock and funk artists.
  • B. Bernard Bresslaw
    Bernard Bresslaw was a British comic actor best known for his towering height and recurring roles in the "Carry On" film series.
  • C. Bernard Hart
    Bernard Hart was an early American financier and broker known for being among the original founders of what became the New York Stock Exchange.
  • D. Bernard Lowe
    Bernard Lowe is a central character in the television series "Westworld," depicted as a brilliant but troubled programmer and head of the park's Programming Division who grapples with questions of identity and consciousness.
  • E. Fred Jowett
    Fred Jowett was a British socialist politician and early Labour Party figure who served as MP for Bradford and helped shape the party’s formative policies and organization.
  • 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_69c0e3b68a1c81908a219ffee8300e02 completed March 23, 2026, 6:54 a.m.
NEDg Description generation batch_69c0f69ac3f8819093ef9965395b5a44 completed March 23, 2026, 8:15 a.m.
NED2 Entity disambiguation (via description) batch_69c0f76626208190a6fe34192f3d4e2e completed March 23, 2026, 8:18 a.m.
Created at: March 22, 2026, 4:01 p.m.