Triple

T22760747
Position Surface form Disambiguated ID Type / Status
Subject Puberty Blues E562979 entity
Predicate screenwriter P2831 FINISHED
Object Margaret Kelly
Margaret Kelly is a screenwriter known for her work on the Australian coming-of-age film "Puberty Blues."
E1588187 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 Kelly | Statement: [Puberty Blues, screenwriter, Margaret Kelly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Kelly
Context triple: [Puberty Blues, screenwriter, Margaret Kelly]
  • A. Margaret Kelly
    Margaret Kelly is an American artist and the first wife of actor and comedian Bill Murray, to whom she was married from 1981 to 1996.
  • B. Edith Kelly
    Edith Kelly was a British actress and socialite of the early 20th century, noted for her stage career and high-profile marriage into the wealthy Gould family.
  • C. Margaret McGloin
    Margaret McGloin was the first wife of American television personality and game show host Allen Ludden.
  • D. Margaret Hynes
    Margaret Hynes is a notable individual who bears the surname Hynes, recognized for her association with that family name.
  • E. Margaret O'Leary
    Margaret O'Leary is an Irish-born American nurse and educator known for her contributions to nursing practice and education in the United States.
  • 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 Kelly
Triple: [Puberty Blues, screenwriter, Margaret Kelly]
Generated description
Margaret Kelly is a screenwriter known for her work on the Australian coming-of-age film "Puberty Blues."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Kelly
Target entity description: Margaret Kelly is a screenwriter known for her work on the Australian coming-of-age film "Puberty Blues."
  • A. Margaret Kelly
    Margaret Kelly is an American artist and the first wife of actor and comedian Bill Murray, to whom she was married from 1981 to 1996.
  • B. Edith Kelly
    Edith Kelly was a British actress and socialite of the early 20th century, noted for her stage career and high-profile marriage into the wealthy Gould family.
  • C. Margaret McGloin
    Margaret McGloin was the first wife of American television personality and game show host Allen Ludden.
  • D. Margaret Hynes
    Margaret Hynes is a notable individual who bears the surname Hynes, recognized for her association with that family name.
  • E. Margaret O'Leary
    Margaret O'Leary is an Irish-born American nurse and educator known for her contributions to nursing practice and education in the United States.
  • 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_69e24552e11c81909c2d61578a558bd7 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17a7c45b881908b29ba1439038789 completed April 29, 2026, 3:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c822af0748190ae7edaa9b17f4004 completed May 19, 2026, 3:30 p.m.
NEDg Description generation batch_6a0ca6eda1f481908482f3a66d576c3c completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7c5176c81908221307bb50ff4ed completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 3:26 p.m.