Triple

T2149986
Position Surface form Disambiguated ID Type / Status
Subject Dunham E47156 entity
Predicate hasNotableBearer P458 FINISHED
Object Jeff Dunham
Jeff Dunham is an American ventriloquist and stand-up comedian known for his popular comedy specials and a cast of distinctive puppet characters such as Achmed the Dead Terrorist and Walter.
E243458 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: Jeff Dunham | Statement: [Dunham, hasNotableBearer, Jeff Dunham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeff Dunham
Context triple: [Dunham, hasNotableBearer, Jeff Dunham]
  • A. Lewis Black
    Lewis Black is an American stand-up comedian, actor, and author best known for his angry, rant-filled style of political and social commentary.
  • B. Bernie Mac
    Bernie Mac was an American stand-up comedian and actor known for his sharp, observational humor and roles in films like the Ocean's trilogy and his own sitcom, "The Bernie Mac Show."
  • C. Larry the Cable Guy
    Larry the Cable Guy is an American stand-up comedian and actor best known for his blue-collar comedy persona and his role as Mater in the Disney-Pixar Cars film series.
  • D. Scatman Crothers
    Scatman Crothers was an American actor, singer, and voice artist known for his distinctive gravelly voice and memorable roles in film and television, including his appearance in Stanley Kubrick’s horror classic "The Shining."
  • E. Dan Quagmire
    Dan Quagmire is a minor character in the animated television series "Family Guy," known primarily as the father of Glenn Quagmire.
  • 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: Jeff Dunham
Triple: [Dunham, hasNotableBearer, Jeff Dunham]
Generated description
Jeff Dunham is an American ventriloquist and stand-up comedian known for his popular comedy specials and a cast of distinctive puppet characters such as Achmed the Dead Terrorist and Walter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeff Dunham
Target entity description: Jeff Dunham is an American ventriloquist and stand-up comedian known for his popular comedy specials and a cast of distinctive puppet characters such as Achmed the Dead Terrorist and Walter.
  • A. Lewis Black
    Lewis Black is an American stand-up comedian, actor, and author best known for his angry, rant-filled style of political and social commentary.
  • B. Bernie Mac
    Bernie Mac was an American stand-up comedian and actor known for his sharp, observational humor and roles in films like the Ocean's trilogy and his own sitcom, "The Bernie Mac Show."
  • C. Larry the Cable Guy
    Larry the Cable Guy is an American stand-up comedian and actor best known for his blue-collar comedy persona and his role as Mater in the Disney-Pixar Cars film series.
  • D. Scatman Crothers
    Scatman Crothers was an American actor, singer, and voice artist known for his distinctive gravelly voice and memorable roles in film and television, including his appearance in Stanley Kubrick’s horror classic "The Shining."
  • E. Dan Quagmire
    Dan Quagmire is a minor character in the animated television series "Family Guy," known primarily as the father of Glenn Quagmire.
  • 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe45dbf481909c0da056a1a99ece completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d940bec8190998ef88ed44e5811 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae615a4ccc8190845b952892fe647a completed March 9, 2026, 5:57 a.m.
NED2 Entity disambiguation (via description) batch_69ae61aab87c8190bb81b475f3a038f8 completed March 9, 2026, 5:59 a.m.
Created at: March 4, 2026, 7:44 p.m.