Triple

T15315586
Position Surface form Disambiguated ID Type / Status
Subject Men Behaving Badly E366147 entity
Predicate hasMainCharacter P1183 FINISHED
Object Deborah Burton
Deborah Burton is a central female character in the British sitcom "Men Behaving Badly," known for her long-suffering, sensible contrast to the show's immature male leads.
 E1330345 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: Deborah Burton | Statement: [Men Behaving Badly, hasMainCharacter, Deborah Burton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deborah Burton
Context triple: [Men Behaving Badly, hasMainCharacter, Deborah Burton]
  • A. Deborah Shrum
    Deborah Shrum is known as the wife of American actor and racing driver John Clark Gable, the son of Hollywood legend Clark Gable.
  • B. Deborah Milton
    Deborah Milton was the youngest daughter of the English poet John Milton, known primarily through biographical accounts of her father's later life and family.
  • C. Deborah Everton
    Deborah Everton is an actress known for her role in the 1981 thriller film "Blow Out."
  • D. Deborah Hopper
    Deborah Hopper is a film costume designer known for her work on projects such as the horror film "Changeling."
  • E. Deborah Gould
    Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
  • 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: Deborah Burton
Triple: [Men Behaving Badly, hasMainCharacter, Deborah Burton]
Generated description
Deborah Burton is a central female character in the British sitcom "Men Behaving Badly," known for her long-suffering, sensible contrast to the show's immature male leads.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deborah Burton
Target entity description: Deborah Burton is a central female character in the British sitcom "Men Behaving Badly," known for her long-suffering, sensible contrast to the show's immature male leads.
  • A. Deborah Shrum
    Deborah Shrum is known as the wife of American actor and racing driver John Clark Gable, the son of Hollywood legend Clark Gable.
  • B. Deborah Milton
    Deborah Milton was the youngest daughter of the English poet John Milton, known primarily through biographical accounts of her father's later life and family.
  • C. Deborah Everton
    Deborah Everton is an actress known for her role in the 1981 thriller film "Blow Out."
  • D. Deborah Hopper
    Deborah Hopper is a film costume designer known for her work on projects such as the horror film "Changeling."
  • E. Deborah Gould
    Deborah Gould is best known as a former wife of British-American actor and Rat Pack member Peter Lawford.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03dd1d384819098f38402a8740d91 completed April 16, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_6a049abb14b88190bda735aa1c9c81b5 completed May 13, 2026, 3:37 p.m.
NEDg Description generation batch_6a049c86bd748190a10f6f720cc4c9eb completed May 13, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_6a049e9f82d48190b375adef9fbfd1bd completed May 13, 2026, 3:54 p.m.
Created at: April 10, 2026, 3:16 a.m.