Triple

T9878960
Position Surface form Disambiguated ID Type / Status
Subject Bills, Bills, Bills E240152 entity
Predicate producer P490 FINISHED
Object Kevin "She'kspere" Briggs
Kevin "She'kspere" Briggs is an American record producer and songwriter best known for crafting late-1990s and early-2000s R&B and pop hits, including major tracks for Destiny's Child and TLC.
 E826603 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: Kevin "She'kspere" Briggs | Statement: [Bills, Bills, Bills, producer, Kevin "She'kspere" Briggs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kevin "She'kspere" Briggs
Context triple: [Bills, Bills, Bills, producer, Kevin "She'kspere" Briggs]
  • A. Jimmy Hogarth
    Jimmy Hogarth is a British record producer and songwriter known for his work with prominent artists across pop, rock, and soul music.
  • B. Yorick Brown
    Yorick Brown is the protagonist of the comic series "Y: The Last Man," a young escape artist who becomes the sole surviving human male after a mysterious global plague.
  • C. Henry Frye
    Henry Frye is a pioneering American jurist who became the first African American chief justice of the North Carolina Supreme Court.
  • D. Tim Blackmore
    Tim Blackmore is a notable individual recognized for his contributions in his professional field, which have distinguished him among others sharing the Blackmore surname.
  • E. Martin Rackin
    Martin Rackin was an American screenwriter and film producer known for his work on mid-20th-century Hollywood films.
  • 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: Kevin "She'kspere" Briggs
Triple: [Bills, Bills, Bills, producer, Kevin "She'kspere" Briggs]
Generated description
Kevin "She'kspere" Briggs is an American record producer and songwriter best known for crafting late-1990s and early-2000s R&B and pop hits, including major tracks for Destiny's Child and TLC.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kevin "She'kspere" Briggs
Target entity description: Kevin "She'kspere" Briggs is an American record producer and songwriter best known for crafting late-1990s and early-2000s R&B and pop hits, including major tracks for Destiny's Child and TLC.
  • A. Jimmy Hogarth
    Jimmy Hogarth is a British record producer and songwriter known for his work with prominent artists across pop, rock, and soul music.
  • B. Yorick Brown
    Yorick Brown is the protagonist of the comic series "Y: The Last Man," a young escape artist who becomes the sole surviving human male after a mysterious global plague.
  • C. Henry Frye
    Henry Frye is a pioneering American jurist who became the first African American chief justice of the North Carolina Supreme Court.
  • D. Tim Blackmore
    Tim Blackmore is a notable individual recognized for his contributions in his professional field, which have distinguished him among others sharing the Blackmore surname.
  • E. Martin Rackin
    Martin Rackin was an American screenwriter and film producer known for his work on mid-20th-century Hollywood films.
  • 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_69ca84e8a0788190b9061811d50fd554 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb4135c108190b3330e929509699d completed April 2, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e480ead08190992eb43ea3eac38b completed April 5, 2026, 4:26 a.m.
NEDg Description generation batch_69d1e5d0da7081908e14fe4bc6623ea5 completed April 5, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69d1e6af89f88190abe63f8172182f58 completed April 5, 2026, 4:35 a.m.
Created at: March 30, 2026, 8:37 p.m.