Triple

T19387523
Position Surface form Disambiguated ID Type / Status
Subject G-Force E484973 entity
Predicate director P255 FINISHED
Object Hoyt Yeatman
Hoyt Yeatman is an American visual effects artist and film director known for his work on effects-heavy movies and for directing the family action film "G-Force."
E1409252 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: Hoyt Yeatman | Statement: [G-Force, director, Hoyt Yeatman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hoyt Yeatman
Context triple: [G-Force, director, Hoyt Yeatman]
  • A. Hoyt Richards
    Hoyt Richards is an American former fashion model and actor who rose to prominence in the late 1980s and 1990s, later becoming known for speaking publicly about his experience in a cult.
  • B. Hoyt Hawkins
    Hoyt Hawkins was an American singer best known as a member of the vocal quartet The Jordanaires, who frequently performed and recorded with Elvis Presley.
  • C. Glenn Talbot
    Glenn Talbot is a high-ranking U.S. military officer in Marvel Comics, best known as a persistent adversary of the Hulk and romantic rival to Betty Ross.
  • D. Cecil Hartnett
    Cecil Hartnett is an individual notable enough to be recognized as a bearer of the Hartnett surname, though specific public details about his life or achievements are not widely documented.
  • E. Roth Edmonds
    Roth Edmonds is a central character in William Faulkner’s novel "Go Down, Moses," known for his complex relationship with the legacy and moral burdens of the McCaslin family in the American South.
  • 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: Hoyt Yeatman
Triple: [G-Force, director, Hoyt Yeatman]
Generated description
Hoyt Yeatman is an American visual effects artist and film director known for his work on effects-heavy movies and for directing the family action film "G-Force."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hoyt Yeatman
Target entity description: Hoyt Yeatman is an American visual effects artist and film director known for his work on effects-heavy movies and for directing the family action film "G-Force."
  • A. Hoyt Richards
    Hoyt Richards is an American former fashion model and actor who rose to prominence in the late 1980s and 1990s, later becoming known for speaking publicly about his experience in a cult.
  • B. Hoyt Hawkins
    Hoyt Hawkins was an American singer best known as a member of the vocal quartet The Jordanaires, who frequently performed and recorded with Elvis Presley.
  • C. Glenn Talbot
    Glenn Talbot is a high-ranking U.S. military officer in Marvel Comics, best known as a persistent adversary of the Hulk and romantic rival to Betty Ross.
  • D. Cecil Hartnett
    Cecil Hartnett is an individual notable enough to be recognized as a bearer of the Hartnett surname, though specific public details about his life or achievements are not widely documented.
  • E. Roth Edmonds
    Roth Edmonds is a central character in William Faulkner’s novel "Go Down, Moses," known for his complex relationship with the legacy and moral burdens of the McCaslin family in the American South.
  • 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61b418f148190972b7b46038bc744 completed April 20, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0815e6d7b08190a81088e91751aab8 completed May 16, 2026, 6:59 a.m.
NEDg Description generation batch_6a0817b8581c8190a3a2c9a9809f4baa completed May 16, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_6a081827a09c8190bf6f4e23926f6022 completed May 16, 2026, 7:09 a.m.
Created at: April 10, 2026, 1:36 p.m.