Triple

T1951840
Position Surface form Disambiguated ID Type / Status
Subject Da 5 Bloods E42175 entity
Predicate writtenBy P806 FINISHED
Object Danny Bilson
Danny Bilson is an American writer, director, and producer known for his work in film, television, and video games, often in the science fiction and action genres.
E219096 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: Danny Bilson | Statement: [Da 5 Bloods, writtenBy, Danny Bilson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danny Bilson
Context triple: [Da 5 Bloods, writtenBy, Danny Bilson]
  • A. Charley Chase
    Charley Chase was an American silent and early sound film comedian, actor, and director best known for his work in short comedies at the Hal Roach Studios in the 1920s and 1930s.
  • B. Ernest Menville
    Ernest Menville is a beleaguered plastic surgeon and mortician caught between two vain, immortal rivals in the dark comedy film "Death Becomes Her."
  • C. Phil Silvers
    Phil Silvers was an American comedian and actor best known for his fast-talking, scheming persona, especially in the classic TV series "The Phil Silvers Show" where he played Sergeant Bilko.
  • D. Joe E. Brown
    Joe E. Brown was a popular American comedian and film actor of the 1930s and 1940s, known for his wide-mouthed grin and roles in numerous Hollywood comedies.
  • E. Mickey Vernon
    Mickey Vernon was an American Major League Baseball first baseman and two-time batting champion best known for his long and distinguished career, primarily with the Washington Senators.
  • 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: Danny Bilson
Triple: [Da 5 Bloods, writtenBy, Danny Bilson]
Generated description
Danny Bilson is an American writer, director, and producer known for his work in film, television, and video games, often in the science fiction and action genres.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danny Bilson
Target entity description: Danny Bilson is an American writer, director, and producer known for his work in film, television, and video games, often in the science fiction and action genres.
  • A. Charley Chase
    Charley Chase was an American silent and early sound film comedian, actor, and director best known for his work in short comedies at the Hal Roach Studios in the 1920s and 1930s.
  • B. Ernest Menville
    Ernest Menville is a beleaguered plastic surgeon and mortician caught between two vain, immortal rivals in the dark comedy film "Death Becomes Her."
  • C. Phil Silvers
    Phil Silvers was an American comedian and actor best known for his fast-talking, scheming persona, especially in the classic TV series "The Phil Silvers Show" where he played Sergeant Bilko.
  • D. Joe E. Brown
    Joe E. Brown was a popular American comedian and film actor of the 1930s and 1940s, known for his wide-mouthed grin and roles in numerous Hollywood comedies.
  • E. Mickey Vernon
    Mickey Vernon was an American Major League Baseball first baseman and two-time batting champion best known for his long and distinguished career, primarily with the Washington Senators.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb34eb5748190a3ac395252951eba completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc3cf6881909d42a04be18c3c73 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfcd009d88190ba7f380aa1c82300 completed March 8, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69adfd946b6081908ab6358d0f237a58 completed March 8, 2026, 10:52 p.m.
Created at: March 4, 2026, 7:36 p.m.