Triple

T1910033
Position Surface form Disambiguated ID Type / Status
Subject Brandy (album) E38086 entity
Predicate producer P490 FINISHED
Object Big Bub
Big Bub is an American R&B singer and producer known for his work in the 1990s, including production contributions to Brandy’s debut album.
 E212015 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: Big Bub | Statement: [Brandy (album), producer, Big Bub]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Big Bub
Context triple: [Brandy (album), producer, Big Bub]
  • A. The Big Bam
    The Big Bam is a famous nickname for Babe Ruth, the legendary American baseball slugger who transformed the sport in the early 20th century.
  • B. Bube
    Bube is a Bantu language spoken primarily by the Bubi people on Bioko Island in Equatorial Guinea.
  • C. Bud
    Bud is the longtime nickname of Allan H. "Bud" Selig, the former Commissioner of Major League Baseball.
  • D. Mudboy
    Mudboy is the debut studio album by American rapper Sheck Wes, featuring his breakout hit "Mo Bamba" and establishing his raw, energetic style.
  • E. Charlie Bubbles
    Charlie Bubbles is a 1967 British comedy-drama film, directed by and starring Albert Finney, noted for its portrayal of a disillusioned writer returning to his Northern England roots.
  • 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: Big Bub
Triple: [Brandy (album), producer, Big Bub]
Generated description
Big Bub is an American R&B singer and producer known for his work in the 1990s, including production contributions to Brandy’s debut album.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Big Bub
Target entity description: Big Bub is an American R&B singer and producer known for his work in the 1990s, including production contributions to Brandy’s debut album.
  • A. The Big Bam
    The Big Bam is a famous nickname for Babe Ruth, the legendary American baseball slugger who transformed the sport in the early 20th century.
  • B. Bube
    Bube is a Bantu language spoken primarily by the Bubi people on Bioko Island in Equatorial Guinea.
  • C. Bud
    Bud is the longtime nickname of Allan H. "Bud" Selig, the former Commissioner of Major League Baseball.
  • D. Mudboy
    Mudboy is the debut studio album by American rapper Sheck Wes, featuring his breakout hit "Mo Bamba" and establishing his raw, energetic style.
  • E. Charlie Bubbles
    Charlie Bubbles is a 1967 British comedy-drama film, directed by and starring Albert Finney, noted for its portrayal of a disillusioned writer returning to his Northern England roots.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1b7095c8190ad7e472aada30d3d completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeaffbc2c81908303548fac82ff52 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb8c221881909beb938ea9b8a56b completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adec37a4f88190961edf8f9c81773c completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.