Triple

T13833409
Position Surface form Disambiguated ID Type / Status
Subject Louis Kevin Celestin E332461 entity
Predicate notableWork P4 FINISHED
Object BUBBA
BUBBA is a critically acclaimed 2019 studio album by Canadian producer and DJ Kaytranada, blending house, hip-hop, and R&B with a wide range of guest vocalists.
 E332463 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: BUBBA | Statement: [Louis Kevin Celestin, notableWork, BUBBA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BUBBA
Context triple: [Louis Kevin Celestin, notableWork, BUBBA]
  • A. BUBBA
    BUBBA is a critically acclaimed electronic and hip-hop infused dance album by producer KAYTRANADA, known for its smooth grooves, rich collaborations, and innovative production.
  • B. Bubba J
    Bubba J is a fictional, beer-loving redneck puppet character created and performed by ventriloquist comedian Jeff Dunham, known for his dim-witted humor and love of NASCAR.
  • C. Bubba Blue
    Bubba Blue is a character from the film "Forrest Gump," known as Forrest’s shrimp-obsessed army friend who dreams of starting a shrimping business.
  • D. 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.
  • E. Bubba Paris
    Bubba Paris is a former American football offensive tackle best known for his NFL career with the San Francisco 49ers, with whom he won multiple Super Bowls in the 1980s.
  • 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: BUBBA
Triple: [Louis Kevin Celestin, notableWork, BUBBA]
Generated description
BUBBA is a critically acclaimed 2019 studio album by Canadian producer and DJ Kaytranada, blending house, hip-hop, and R&B with a wide range of guest vocalists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BUBBA
Target entity description: BUBBA is a critically acclaimed 2019 studio album by Canadian producer and DJ Kaytranada, blending house, hip-hop, and R&B with a wide range of guest vocalists.
  • A. BUBBA chosen
    BUBBA is a critically acclaimed electronic and hip-hop infused dance album by producer KAYTRANADA, known for its smooth grooves, rich collaborations, and innovative production.
  • B. Bubba J
    Bubba J is a fictional, beer-loving redneck puppet character created and performed by ventriloquist comedian Jeff Dunham, known for his dim-witted humor and love of NASCAR.
  • C. Bubba Blue
    Bubba Blue is a character from the film "Forrest Gump," known as Forrest’s shrimp-obsessed army friend who dreams of starting a shrimping business.
  • D. 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.
  • E. Bubba Paris
    Bubba Paris is a former American football offensive tackle best known for his NFL career with the San Francisco 49ers, with whom he won multiple Super Bowls in the 1980s.
  • F. None of above.

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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de029a34bc8190ae892ef7b09fc9e9 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8efe0948190aaf972cccc2ebc90 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d928ac81908867a99740d6c3a0 completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba6b2c208190b01e3a5ae872b14f completed May 3, 2026, 9:13 p.m.
Created at: April 9, 2026, 10:13 p.m.