Triple

T20942841
Position Surface form Disambiguated ID Type / Status
Subject Half Past Dead E515765 entity
Predicate starring P1507 FINISHED
Object Michael Taliferro
Michael Taliferro was an American character actor and former football player known for his tough, imposing roles in action and comedy films.
 E1459916 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: Michael Taliferro | Statement: [Half Past Dead, starring, Michael Taliferro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Taliferro
Context triple: [Half Past Dead, starring, Michael Taliferro]
  • A. Michael Filerman
    Michael Filerman was an American television producer best known for developing and producing popular prime-time soap operas during the 1970s and 1980s.
  • B. John Felice
    John Felice is a Jesuit priest and educator best known for founding Loyola University Chicago’s John Felice Rome Center, the university’s campus in Rome, Italy.
  • C. Michael Jaffe
    Michael Jaffe is an American television and film producer known for his work on numerous TV movies, series, and feature films.
  • D. Trevor Engelson
    Trevor Engelson is an American film producer and talent manager best known for his work in Hollywood and for his former marriage to Meghan, Duchess of Sussex.
  • E. Bryan Goluboff
    Bryan Goluboff is an American screenwriter and playwright best known for his work on the film adaptation of Jim Carroll’s memoir "The Basketball Diaries."
  • 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: Michael Taliferro
Triple: [Half Past Dead, starring, Michael Taliferro]
Generated description
Michael Taliferro was an American character actor and former football player known for his tough, imposing roles in action and comedy films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Taliferro
Target entity description: Michael Taliferro was an American character actor and former football player known for his tough, imposing roles in action and comedy films.
  • A. Michael Filerman
    Michael Filerman was an American television producer best known for developing and producing popular prime-time soap operas during the 1970s and 1980s.
  • B. John Felice
    John Felice is a Jesuit priest and educator best known for founding Loyola University Chicago’s John Felice Rome Center, the university’s campus in Rome, Italy.
  • C. Michael Jaffe
    Michael Jaffe is an American television and film producer known for his work on numerous TV movies, series, and feature films.
  • D. Trevor Engelson
    Trevor Engelson is an American film producer and talent manager best known for his work in Hollywood and for his former marriage to Meghan, Duchess of Sussex.
  • E. Bryan Goluboff
    Bryan Goluboff is an American screenwriter and playwright best known for his work on the film adaptation of Jim Carroll’s memoir "The Basketball Diaries."
  • 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_69e0b4fc13408190b06868df03c5c29b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f9571c448190b314a66e02772b1e completed April 21, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09278581d481909f26f27b6a92b652 completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a092b5c6b8481909947112f483d0242 completed May 17, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_6a092c0df8188190ac9c80f2ae5b9618 completed May 17, 2026, 2:46 a.m.
Created at: April 16, 2026, 12:50 p.m.