Triple

T7917956
Position Surface form Disambiguated ID Type / Status
Subject The Venture Bros. E183874 entity
Predicate creator P184 FINISHED
Object Doc Hammer
Doc Hammer is an American writer, voice actor, and musician best known as the co-creator and co-writer of the animated television series The Venture Bros.
 E700226 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: Doc Hammer | Statement: [The Venture Bros., creator, Doc Hammer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doc Hammer
Context triple: [The Venture Bros., creator, Doc Hammer]
  • A. Justin Hammer
    Justin Hammer is a wealthy, unscrupulous weapons manufacturer and rival to Tony Stark in the Marvel Cinematic Universe.
  • B. Ben Decter
    Ben Decter is a television and film composer known for scoring series such as the action-comedy drama "Lethal Weapon."
  • C. Winston Silver
    Winston Silver is a lighter, lower-tar and nicotine variant of the Winston brand of cigarettes.
  • D. Mace Siegel
    Mace Siegel was an American real estate developer and businessman best known as a co-founder and longtime leader of The Macerich Company, one of the largest shopping center owners in the United States.
  • E. Jerome Valeska
    Jerome Valeska is a sadistic, anarchic criminal and proto-Joker figure in the TV series "Gotham," known for his maniacal laughter and chaotic schemes.
  • 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: Doc Hammer
Triple: [The Venture Bros., creator, Doc Hammer]
Generated description
Doc Hammer is an American writer, voice actor, and musician best known as the co-creator and co-writer of the animated television series The Venture Bros.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doc Hammer
Target entity description: Doc Hammer is an American writer, voice actor, and musician best known as the co-creator and co-writer of the animated television series The Venture Bros.
  • A. Justin Hammer
    Justin Hammer is a wealthy, unscrupulous weapons manufacturer and rival to Tony Stark in the Marvel Cinematic Universe.
  • B. Ben Decter
    Ben Decter is a television and film composer known for scoring series such as the action-comedy drama "Lethal Weapon."
  • C. Winston Silver
    Winston Silver is a lighter, lower-tar and nicotine variant of the Winston brand of cigarettes.
  • D. Mace Siegel
    Mace Siegel was an American real estate developer and businessman best known as a co-founder and longtime leader of The Macerich Company, one of the largest shopping center owners in the United States.
  • E. Jerome Valeska
    Jerome Valeska is a sadistic, anarchic criminal and proto-Joker figure in the TV series "Gotham," known for his maniacal laughter and chaotic schemes.
  • 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_69ca828efbe48190bd48482650182e79 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a8fbbb48190b50def4941761a31 completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5be9e6548190a01d2e6db8dc4864 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7633c5a0819089deb6e89d9acb8e completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb84dc86c8190893d67ce07c51aa0 completed March 31, 2026, 12:04 p.m.
Created at: March 30, 2026, 5:05 p.m.