Triple
T21743018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Judd Nelson |
E536711
|
entity |
| Predicate | portrayed |
P1668
|
FINISHED |
| Object |
John Bender in The Breakfast Club
John Bender in *The Breakfast Club* is the rebellious, sharp-tongued "criminal" student whose confrontational exterior masks deep emotional pain and helps drive the film’s exploration of teenage stereotypes and vulnerability.
|
E1499343
|
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: John Bender in The Breakfast Club | Statement: [Judd Nelson, portrayed, John Bender in The Breakfast Club]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Bender in The Breakfast Club Context triple: [Judd Nelson, portrayed, John Bender in The Breakfast Club]
-
A.
Gus Griswald in Recess
Gus Griswald is a shy, militarily-inclined third-grader and one of the main members of the central friend group in the animated TV series "Recess."
-
B.
Bobby McCallister
Bobby McCallister is a fictional character played by actor Logan Lerman, likely featured in a film or television production.
-
C.
Chuck Cunningham in Happy Days
Chuck Cunningham in Happy Days is the often-forgotten older brother of Richie Cunningham, known for mysteriously disappearing from the series without explanation.
-
D.
Mr. Bueller
Mr. Bueller is the father in the Bueller family from the film "Ferris Bueller's Day Off," portrayed as a well-meaning but oblivious suburban dad.
-
E.
Steve Stifler
Steve Stifler is a crude, party-loving character from the American Pie film series known for his outrageous behavior and comic relief.
- 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: John Bender in The Breakfast Club Triple: [Judd Nelson, portrayed, John Bender in The Breakfast Club]
Generated description
John Bender in *The Breakfast Club* is the rebellious, sharp-tongued "criminal" student whose confrontational exterior masks deep emotional pain and helps drive the film’s exploration of teenage stereotypes and vulnerability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Bender in The Breakfast Club Target entity description: John Bender in *The Breakfast Club* is the rebellious, sharp-tongued "criminal" student whose confrontational exterior masks deep emotional pain and helps drive the film’s exploration of teenage stereotypes and vulnerability.
-
A.
Gus Griswald in Recess
Gus Griswald is a shy, militarily-inclined third-grader and one of the main members of the central friend group in the animated TV series "Recess."
-
B.
Bobby McCallister
Bobby McCallister is a fictional character played by actor Logan Lerman, likely featured in a film or television production.
-
C.
Chuck Cunningham in Happy Days
Chuck Cunningham in Happy Days is the often-forgotten older brother of Richie Cunningham, known for mysteriously disappearing from the series without explanation.
-
D.
Mr. Bueller
Mr. Bueller is the father in the Bueller family from the film "Ferris Bueller's Day Off," portrayed as a well-meaning but oblivious suburban dad.
-
E.
Steve Stifler
Steve Stifler is a crude, party-loving character from the American Pie film series known for his outrageous behavior and comic relief.
- 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_69e0c46df5448190b4322127ffc4c690 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f01a74592c8190959af631d72df479 |
completed | April 28, 2026, 2:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a2eda02b88190900bae24fa93a504 |
completed | May 17, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_6a0a301970b8819091b2c48289eee8fd |
completed | May 17, 2026, 9:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a308ca2648190a365ea141a5335bb |
completed | May 17, 2026, 9:18 p.m. |
Created at: April 16, 2026, 6:49 p.m.