Triple
T3871543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Married... with Children |
E92395
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Al Bundy
Al Bundy is a cynical, downtrodden shoe salesman and patriarch of the dysfunctional Bundy family in the sitcom "Married... with Children."
|
E396205
|
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: Al Bundy | Statement: [Married... with Children, mainCharacter, Al Bundy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Al Bundy Context triple: [Married... with Children, mainCharacter, Al Bundy]
-
A.
Lyndon Dykes
Lyndon Dykes is a professional footballer who plays as a striker, known for representing the Scotland national team and clubs in the English Football League.
-
B.
Bob Hilliard
Bob Hilliard was an American lyricist known for writing popular songs for films and Broadway during the mid-20th century.
-
C.
Biff Brannon
Biff Brannon is a thoughtful, observant café owner in Carson McCullers’ novel "The Heart Is a Lonely Hunter," known for his quiet compassion and reflective nature.
-
D.
Mike Munroe
Mike Munroe is a central playable character in the horror video game Until Dawn, known for his resourcefulness, athleticism, and key role in determining the story’s outcome.
-
E.
Butch Coolidge
Butch Coolidge is a tough, aging boxer in the film "Pulp Fiction" who becomes entangled in a violent series of events after double-crossing a crime boss.
- 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: Al Bundy Triple: [Married... with Children, mainCharacter, Al Bundy]
Generated description
Al Bundy is a cynical, downtrodden shoe salesman and patriarch of the dysfunctional Bundy family in the sitcom "Married... with Children."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Al Bundy Target entity description: Al Bundy is a cynical, downtrodden shoe salesman and patriarch of the dysfunctional Bundy family in the sitcom "Married... with Children."
-
A.
Lyndon Dykes
Lyndon Dykes is a professional footballer who plays as a striker, known for representing the Scotland national team and clubs in the English Football League.
-
B.
Bob Hilliard
Bob Hilliard was an American lyricist known for writing popular songs for films and Broadway during the mid-20th century.
-
C.
Biff Brannon
Biff Brannon is a thoughtful, observant café owner in Carson McCullers’ novel "The Heart Is a Lonely Hunter," known for his quiet compassion and reflective nature.
-
D.
Mike Munroe
Mike Munroe is a central playable character in the horror video game Until Dawn, known for his resourcefulness, athleticism, and key role in determining the story’s outcome.
-
E.
Butch Coolidge
Butch Coolidge is a tough, aging boxer in the film "Pulp Fiction" who becomes entangled in a violent series of events after double-crossing a crime boss.
- 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_69aed967448c819086c4b358d37b25aa |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec54b0848190a8d4a0e4df7b6227 |
completed | March 9, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51249f1ec8190a1f6cc191bc94421 |
completed | March 14, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69b51352e2ec8190a207a6af96baaa33 |
completed | March 14, 2026, 7:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513e888008190892627805d2abd50 |
completed | March 14, 2026, 7:53 a.m. |
Created at: March 9, 2026, 3:20 p.m.