Triple

T14962710
Position Surface form Disambiguated ID Type / Status
Subject Peggy Bundy E373100 entity
Predicate associatedWith P37 FINISHED
Object Bundy family
The Bundy family is the dysfunctional, blue-collar household at the center of the American sitcom "Married... with Children."
E1130529 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: Bundy family | Statement: [Peggy Bundy, associatedWith, Bundy family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bundy family
Context triple: [Peggy Bundy, associatedWith, Bundy family]
  • A. Bonde family
    The Bonde family is a prominent Swedish noble lineage historically influential in politics and landownership.
  • B. Bingham family
    The Bingham family is a prominent American family historically known for its wealth, social standing, and influence, particularly in the 19th and early 20th centuries.
  • C. Bingham family
    The Bingham family is an Anglo-Irish aristocratic lineage that has produced several prominent peers and military figures, including the Earls of Lucan.
  • D. Bryan family
    The Bryan family is a historically significant family in Maryland whose legacy is commemorated in the naming of the community of Bryans Road.
  • E. Bonney family
    The Bonney family is a namesake family recognized for its significance or contributions that led to a sports venue, Bonney Field, being named in its honor.
  • 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: Bundy family
Triple: [Peggy Bundy, associatedWith, Bundy family]
Generated description
The Bundy family is the dysfunctional, blue-collar household at the center of the American sitcom "Married... with Children."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bundy family
Target entity description: The Bundy family is the dysfunctional, blue-collar household at the center of the American sitcom "Married... with Children."
  • A. Bonde family
    The Bonde family is a prominent Swedish noble lineage historically influential in politics and landownership.
  • B. Bingham family
    The Bingham family is a prominent American family historically known for its wealth, social standing, and influence, particularly in the 19th and early 20th centuries.
  • C. Bingham family
    The Bingham family is an Anglo-Irish aristocratic lineage that has produced several prominent peers and military figures, including the Earls of Lucan.
  • D. Bryan family
    The Bryan family is a historically significant family in Maryland whose legacy is commemorated in the naming of the community of Bryans Road.
  • E. Bonney family
    The Bonney family is a namesake family recognized for its significance or contributions that led to a sports venue, Bonney Field, being named in its honor.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6d0487c8190b7754af8c5014b37 completed April 15, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bdeec408190893d1db9254da24e completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe90383bd081908bc754655c203695 completed May 9, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69fe90ec50e081909ab267fee2b069bc completed May 9, 2026, 1:42 a.m.
Created at: April 10, 2026, 2:40 a.m.