Triple

T15069029
Position Surface form Disambiguated ID Type / Status
Subject Peggy Bundy E379827 entity
Predicate mother P120 FINISHED
Object Wanker family matriarch
The Wanker family matriarch is the crude, overbearing rural mother of Peggy Bundy’s side of the family in the sitcom "Married... with Children."
E1135578 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: Wanker family matriarch | Statement: [Peggy Bundy, mother, Wanker family matriarch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wanker family matriarch
Context triple: [Peggy Bundy, mother, Wanker family matriarch]
  • A. Mrs. Eve Tingle
    Mrs. Eve Tingle is the vindictive, manipulative high school teacher who serves as the central antagonist in the dark comedy thriller film "Teaching Mrs. Tingle."
  • B. Gertrude Lamfrom
    Gertrude Lamfrom, better known as Gert Boyle, was the longtime chairwoman and public face of Columbia Sportswear, famed for her “One Tough Mother” persona in the company’s advertising.
  • C. Gertrude Lamfrom
    Gertrude Lamfrom was an American biochemist known for her research on protein synthesis and her work with Nobel laureate Severo Ochoa.
  • D. Mrs. Failing
    Mrs. Failing is a wealthy, eccentric, and often domineering older woman in E. M. Forster’s novel "The Longest Journey," notable for her sharp wit and complex relationships with the younger characters.
  • E. Mrs. Sullen
    Mrs. Sullen is a witty, unhappily married gentlewoman in George Farquhar’s Restoration comedy "The Beaux' Stratagem," embodying themes of marital discord and female frustration in 18th-century society.
  • 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: Wanker family matriarch
Triple: [Peggy Bundy, mother, Wanker family matriarch]
Generated description
The Wanker family matriarch is the crude, overbearing rural mother of Peggy Bundy’s side of the family in the sitcom "Married... with Children."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wanker family matriarch
Target entity description: The Wanker family matriarch is the crude, overbearing rural mother of Peggy Bundy’s side of the family in the sitcom "Married... with Children."
  • A. Mrs. Eve Tingle
    Mrs. Eve Tingle is the vindictive, manipulative high school teacher who serves as the central antagonist in the dark comedy thriller film "Teaching Mrs. Tingle."
  • B. Gertrude Lamfrom
    Gertrude Lamfrom, better known as Gert Boyle, was the longtime chairwoman and public face of Columbia Sportswear, famed for her “One Tough Mother” persona in the company’s advertising.
  • C. Gertrude Lamfrom
    Gertrude Lamfrom was an American biochemist known for her research on protein synthesis and her work with Nobel laureate Severo Ochoa.
  • D. Mrs. Failing
    Mrs. Failing is a wealthy, eccentric, and often domineering older woman in E. M. Forster’s novel "The Longest Journey," notable for her sharp wit and complex relationships with the younger characters.
  • E. Mrs. Sullen
    Mrs. Sullen is a witty, unhappily married gentlewoman in George Farquhar’s Restoration comedy "The Beaux' Stratagem," embodying themes of marital discord and female frustration in 18th-century society.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedeebc7e48190a86b4f0afe8844bb completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5cd4b6c8190aa9ff73d5be31864 completed May 9, 2026, 3:11 a.m.
NEDg Description generation batch_69fea8e838b4819091e0a3d099c49059 completed May 9, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69fea986e0dc8190a56e71288c6a7ef4 completed May 9, 2026, 3:27 a.m.
Created at: April 10, 2026, 3:02 a.m.