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.