Triple

T3871555
Position Surface form Disambiguated ID Type / Status
Subject Married... with Children E92395 entity
Predicate portrayedBy P1507 FINISHED
Object Al Bundy – Ed O'Neill
Al Bundy – Ed O'Neill is the misanthropic, wisecracking shoe salesman and patriarch of the Bundy family on the classic American sitcom "Married... with Children."
E396211 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 – Ed O'Neill | Statement: [Married... with Children, portrayedBy, Al Bundy – Ed O'Neill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Al Bundy – Ed O'Neill
Context triple: [Married... with Children, portrayedBy, Al Bundy – Ed O'Neill]
  • A. John Larroquette
    John Larroquette is an American actor and comedian best known for his Emmy-winning role on "Night Court" and prominent performances in both television and film.
  • B. Paul Benedict
    Paul Benedict was an American character actor best known for his comedic roles on television and in film, including his portrayal of the eccentric English neighbor Harry Bentley on the sitcom "The Jeffersons."
  • 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. George Wendt
    George Wendt is an American actor best known for playing the lovable bar regular Norm Peterson on the classic sitcom "Cheers."
  • E. Ted Baxter
    Ted Baxter is a vain, bumbling, and egotistical TV news anchor who serves as a major comic figure on the classic sitcom "The Mary Tyler Moore Show."
  • 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 – Ed O'Neill
Triple: [Married... with Children, portrayedBy, Al Bundy – Ed O'Neill]
Generated description
Al Bundy – Ed O'Neill is the misanthropic, wisecracking shoe salesman and patriarch of the Bundy family on the classic American sitcom "Married... with Children."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Al Bundy – Ed O'Neill
Target entity description: Al Bundy – Ed O'Neill is the misanthropic, wisecracking shoe salesman and patriarch of the Bundy family on the classic American sitcom "Married... with Children."
  • A. John Larroquette
    John Larroquette is an American actor and comedian best known for his Emmy-winning role on "Night Court" and prominent performances in both television and film.
  • B. Paul Benedict
    Paul Benedict was an American character actor best known for his comedic roles on television and in film, including his portrayal of the eccentric English neighbor Harry Bentley on the sitcom "The Jeffersons."
  • 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. George Wendt
    George Wendt is an American actor best known for playing the lovable bar regular Norm Peterson on the classic sitcom "Cheers."
  • E. Ted Baxter
    Ted Baxter is a vain, bumbling, and egotistical TV news anchor who serves as a major comic figure on the classic sitcom "The Mary Tyler Moore Show."
  • 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.