Triple

T1408093
Position Surface form Disambiguated ID Type / Status
Subject The Walking Dead E31741 entity
Predicate executiveProducer P7225 FINISHED
Object Greg Nicotero
Greg Nicotero is an American special effects makeup artist, director, and producer best known for his work on horror projects, particularly the television series "The Walking Dead."
E161245 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: Greg Nicotero | Statement: [The Walking Dead, executiveProducer, Greg Nicotero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Greg Nicotero
Context triple: [The Walking Dead, executiveProducer, Greg Nicotero]
  • A. Phil Tippett
    Phil Tippett is an acclaimed American visual effects supervisor and stop-motion animator renowned for his groundbreaking creature and character work on films such as Star Wars, Jurassic Park, and RoboCop.
  • B. Rick Baker
    Rick Baker is an acclaimed American special makeup effects artist renowned for his groundbreaking creature and monster designs in films such as An American Werewolf in London and Men in Black.
  • C. Wally Pfister
    Wally Pfister is an American cinematographer and director best known for his long-time collaboration with Christopher Nolan, including his Oscar-winning work on "Inception."
  • D. Charles Roven
    Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
  • E. Paul Darrow
    Paul Darrow was the son of famed American lawyer Clarence Darrow and a businessman who managed many of his father's financial affairs.
  • 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: Greg Nicotero
Triple: [The Walking Dead, executiveProducer, Greg Nicotero]
Generated description
Greg Nicotero is an American special effects makeup artist, director, and producer best known for his work on horror projects, particularly the television series "The Walking Dead."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Greg Nicotero
Target entity description: Greg Nicotero is an American special effects makeup artist, director, and producer best known for his work on horror projects, particularly the television series "The Walking Dead."
  • A. Phil Tippett
    Phil Tippett is an acclaimed American visual effects supervisor and stop-motion animator renowned for his groundbreaking creature and character work on films such as Star Wars, Jurassic Park, and RoboCop.
  • B. Rick Baker
    Rick Baker is an acclaimed American special makeup effects artist renowned for his groundbreaking creature and monster designs in films such as An American Werewolf in London and Men in Black.
  • C. Wally Pfister
    Wally Pfister is an American cinematographer and director best known for his long-time collaboration with Christopher Nolan, including his Oscar-winning work on "Inception."
  • D. Charles Roven
    Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
  • E. Paul Darrow
    Paul Darrow was the son of famed American lawyer Clarence Darrow and a businessman who managed many of his father's financial affairs.
  • 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_69a49918e1f88190ba610f9dc8114578 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3bf7f0c8190aee96818de6ff4a5 completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace5770ea08190ac91b47a4ed5bf35 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace62a94e88190883d25cdb748e8c1 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace68ab3788190bc3b55dd9a0fe267 completed March 8, 2026, 3:01 a.m.
Created at: March 1, 2026, 7:59 p.m.