Triple

T14962670
Position Surface form Disambiguated ID Type / Status
Subject Peggy Bundy E373100 entity
Predicate fullName P16 FINISHED
Object Margaret Bundy
Margaret "Peggy" Bundy is a fictional, sarcastic, and flamboyantly dressed housewife from the American sitcom "Married... with Children."
E1130528 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: Margaret Bundy | Statement: [Peggy Bundy, fullName, Margaret Bundy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Bundy
Context triple: [Peggy Bundy, fullName, Margaret Bundy]
  • A. Amy Prentiss
    Amy Prentiss is a 1970s American television crime drama series featuring Jessica Walter as a pioneering female chief of detectives in San Francisco.
  • B. Jacqueline Falsworth Crichton
    Jacqueline Falsworth Crichton is a Marvel Comics superheroine better known as Spitfire, a speedster associated with the World War II-era Invaders and later MI-13.
  • C. Marie Fisher
    Marie Fisher was the first wife of Fiorello H. La Guardia, the reformist mayor of New York City in the 1930s and 1940s.
  • D. Marion Parsonnet
    Marion Parsonnet was an American screenwriter active during Hollywood’s classic era, known for contributing to several notable mid-20th-century films.
  • E. Dr. Sydney Hansen
    Dr. Sydney Hansen is the compassionate plastic surgeon and central character of the television drama "Providence," known for returning to her hometown to reassess her life and career.
  • 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: Margaret Bundy
Triple: [Peggy Bundy, fullName, Margaret Bundy]
Generated description
Margaret "Peggy" Bundy is a fictional, sarcastic, and flamboyantly dressed housewife from the American sitcom "Married... with Children."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Bundy
Target entity description: Margaret "Peggy" Bundy is a fictional, sarcastic, and flamboyantly dressed housewife from the American sitcom "Married... with Children."
  • A. Amy Prentiss
    Amy Prentiss is a 1970s American television crime drama series featuring Jessica Walter as a pioneering female chief of detectives in San Francisco.
  • B. Jacqueline Falsworth Crichton
    Jacqueline Falsworth Crichton is a Marvel Comics superheroine better known as Spitfire, a speedster associated with the World War II-era Invaders and later MI-13.
  • C. Marie Fisher
    Marie Fisher was the first wife of Fiorello H. La Guardia, the reformist mayor of New York City in the 1930s and 1940s.
  • D. Marion Parsonnet
    Marion Parsonnet was an American screenwriter active during Hollywood’s classic era, known for contributing to several notable mid-20th-century films.
  • E. Dr. Sydney Hansen
    Dr. Sydney Hansen is the compassionate plastic surgeon and central character of the television drama "Providence," known for returning to her hometown to reassess her life and career.
  • 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.