Triple

T10017807
Position Surface form Disambiguated ID Type / Status
Subject Bart Simpson E199538 entity
Predicate friend P8712 FINISHED
Object Nelson Muntz
Nelson Muntz is a recurring character on The Simpsons, known as Springfield Elementary's school bully and for his trademark mocking laugh, "Ha-ha!"
E834888 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: Nelson Muntz | Statement: [Bart Simpson, friend, Nelson Muntz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nelson Muntz
Context triple: [Bart Simpson, friend, Nelson Muntz]
  • A. Burt Vickerman
    Burt Vickerman is a tough but ultimately supportive gymnastics coach in the 2006 film "Stick It," known for pushing his athletes to challenge the sport’s rigid rules.
  • B. Brad Alan Van Pelt
    Brad Alan Van Pelt was an American professional football linebacker best known for his Pro Bowl career with the New York Giants in the 1970s and early 1980s.
  • C. David Puddy
    David Puddy is a deadpan, dim-witted auto mechanic and Elaine Benes’s on-again, off-again boyfriend on the sitcom "Seinfeld," known for his monotone delivery and quirky obsessions.
  • D. Glenn Quagmire
    Glenn Quagmire is a hypersexual, fast-talking airline pilot and neighbor of the Griffin family on the animated television series "Family Guy."
  • E. Rob Fraboni
    Rob Fraboni is an American record producer and audio engineer known for his work with artists such as Bob Dylan and The Band.
  • 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: Nelson Muntz
Triple: [Bart Simpson, friend, Nelson Muntz]
Generated description
Nelson Muntz is a recurring character on The Simpsons, known as Springfield Elementary's school bully and for his trademark mocking laugh, "Ha-ha!"
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nelson Muntz
Target entity description: Nelson Muntz is a recurring character on The Simpsons, known as Springfield Elementary's school bully and for his trademark mocking laugh, "Ha-ha!"
  • A. Burt Vickerman
    Burt Vickerman is a tough but ultimately supportive gymnastics coach in the 2006 film "Stick It," known for pushing his athletes to challenge the sport’s rigid rules.
  • B. Brad Alan Van Pelt
    Brad Alan Van Pelt was an American professional football linebacker best known for his Pro Bowl career with the New York Giants in the 1970s and early 1980s.
  • C. David Puddy
    David Puddy is a deadpan, dim-witted auto mechanic and Elaine Benes’s on-again, off-again boyfriend on the sitcom "Seinfeld," known for his monotone delivery and quirky obsessions.
  • D. Glenn Quagmire
    Glenn Quagmire is a hypersexual, fast-talking airline pilot and neighbor of the Griffin family on the animated television series "Family Guy."
  • E. Rob Fraboni
    Rob Fraboni is an American record producer and audio engineer known for his work with artists such as Bob Dylan and The Band.
  • 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_69ca8315a1a08190ab310f25620f362b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd4de1588190a89ed575cff0b8c9 completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26aa319508190b85b5a5f78603b6a completed April 5, 2026, 1:58 p.m.
NEDg Description generation batch_69d26b6dfac081908e85d2b1585217b4 completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26c47d25081908818f18f6b0881b2 completed April 5, 2026, 2:06 p.m.
Created at: March 30, 2026, 8:53 p.m.