Triple

T5721502
Position Surface form Disambiguated ID Type / Status
Subject Dan Castellaneta E126155 entity
Predicate hasRole P161 FINISHED
Object Barney Gumble
Barney Gumble is a frequently inebriated, good-hearted barfly from the animated television series "The Simpsons," known for his slurred speech and close association with Moe's Tavern.
 E541324 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: Barney Gumble | Statement: [Dan Castellaneta, hasRole, Barney Gumble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barney Gumble
Context triple: [Dan Castellaneta, hasRole, Barney Gumble]
  • A. Barney
    Barney is a masculine given name, often used as a diminutive of Barnabas or Bernard.
  • B. Barth Gimble
    Barth Gimble is the smarmy, fast-talking fictional talk-show host played by Martin Mull on the satirical 1970s television series "Fernwood 2 Night."
  • C. Krusty the Clown
    Krusty the Clown is a cynical, hard-living television clown and recurring character from the animated series "The Simpsons."
  • D. Marv Tarplin
    Marv Tarplin was an American guitarist and songwriter best known for crafting the signature guitar riffs and co-writing many of the classic hits of Smokey Robinson & The Miracles.
  • E. Moe Szyslak
    Moe Szyslak is the gruff, unlucky bartender and owner of Moe’s Tavern in the animated television series "The Simpsons."
  • 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: Barney Gumble
Triple: [Dan Castellaneta, hasRole, Barney Gumble]
Generated description
Barney Gumble is a frequently inebriated, good-hearted barfly from the animated television series "The Simpsons," known for his slurred speech and close association with Moe's Tavern.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barney Gumble
Target entity description: Barney Gumble is a frequently inebriated, good-hearted barfly from the animated television series "The Simpsons," known for his slurred speech and close association with Moe's Tavern.
  • A. Barney
    Barney is a masculine given name, often used as a diminutive of Barnabas or Bernard.
  • B. Barth Gimble
    Barth Gimble is the smarmy, fast-talking fictional talk-show host played by Martin Mull on the satirical 1970s television series "Fernwood 2 Night."
  • C. Krusty the Clown
    Krusty the Clown is a cynical, hard-living television clown and recurring character from the animated series "The Simpsons."
  • D. Marv Tarplin
    Marv Tarplin was an American guitarist and songwriter best known for crafting the signature guitar riffs and co-writing many of the classic hits of Smokey Robinson & The Miracles.
  • E. Moe Szyslak
    Moe Szyslak is the gruff, unlucky bartender and owner of Moe’s Tavern in the animated television series "The Simpsons."
  • 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_69c0082e3d548190950169847b43043b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024e5697081908096b42b3d71c9a7 completed March 22, 2026, 5:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a80aefc8190b6ea35ab405ea502 completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05c7663388190ab491144149532a4 completed March 22, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_69c05d2ef9488190ac0111cb6a94b1d0 completed March 22, 2026, 9:20 p.m.
Created at: March 22, 2026, 3:46 p.m.