Triple

T18584664
Position Surface form Disambiguated ID Type / Status
Subject Hiei E454203 entity
Predicate voiceActorEnglish P83203 FINISHED
Object Chuck Huber
Chuck Huber is an American voice actor best known for his work in English dubs of anime, including prominent roles in series such as Yu Yu Hakusho, Dragon Ball Z, and Fullmetal Alchemist.
E1362117 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: Chuck Huber | Statement: [Hiei, voiceActorEnglish, Chuck Huber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuck Huber
Context triple: [Hiei, voiceActorEnglish, Chuck Huber]
  • A. Jerry Grote
    Jerry Grote was a standout defensive catcher and key contributor for the New York Mets during their 1969 World Series championship season.
  • B. Scott Stuber
    Scott Stuber is an American film producer and entertainment executive known for overseeing original films at Netflix and producing major Hollywood movies.
  • C. Gary Waldhorn
    Gary Waldhorn was a British actor best known for his comedic and character roles on television and stage, particularly in popular UK sitcoms.
  • D. Charlie Korsmo
    Charlie Korsmo is an American former child actor and current law professor best known for his roles in early 1990s films such as "Dick Tracy," "Hook," and "What About Bob?".
  • E. Ron Hagen
    Ron Hagen is a cinematographer best known for his work on the Australian film "Romper Stomper."
  • 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: Chuck Huber
Triple: [Hiei, voiceActorEnglish, Chuck Huber]
Generated description
Chuck Huber is an American voice actor best known for his work in English dubs of anime, including prominent roles in series such as Yu Yu Hakusho, Dragon Ball Z, and Fullmetal Alchemist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuck Huber
Target entity description: Chuck Huber is an American voice actor best known for his work in English dubs of anime, including prominent roles in series such as Yu Yu Hakusho, Dragon Ball Z, and Fullmetal Alchemist.
  • A. Jerry Grote
    Jerry Grote was a standout defensive catcher and key contributor for the New York Mets during their 1969 World Series championship season.
  • B. Scott Stuber
    Scott Stuber is an American film producer and entertainment executive known for overseeing original films at Netflix and producing major Hollywood movies.
  • C. Gary Waldhorn
    Gary Waldhorn was a British actor best known for his comedic and character roles on television and stage, particularly in popular UK sitcoms.
  • D. Charlie Korsmo
    Charlie Korsmo is an American former child actor and current law professor best known for his roles in early 1990s films such as "Dick Tracy," "Hook," and "What About Bob?".
  • E. Ron Hagen
    Ron Hagen is a cinematographer best known for his work on the Australian film "Romper Stomper."
  • 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_69d8d38ae7e081908a98df1251842402 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e545b0dff08190a3be481faec34a3c completed April 19, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a06f896e9b48190a1117018dcd3add3 completed May 15, 2026, 10:42 a.m.
NEDg Description generation batch_6a06f948932c8190a4ce08178c00b251 completed May 15, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_6a06f9e1fb708190958c64fd38d32d04 completed May 15, 2026, 10:48 a.m.
Created at: April 10, 2026, 11:44 a.m.