Triple

T2216136
Position Surface form Disambiguated ID Type / Status
Subject Billy Bob Thornton E48035 entity
Predicate hasChild P369 FINISHED
Object Amanda Brumfield
Amanda Brumfield is the estranged daughter of actor and filmmaker Billy Bob Thornton, known publicly due to her high-profile legal troubles and conviction related to the death of a child in her care.
E259548 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: Amanda Brumfield | Statement: [Billy Bob Thornton, hasChild, Amanda Brumfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amanda Brumfield
Context triple: [Billy Bob Thornton, hasChild, Amanda Brumfield]
  • A. Amanda Clayton
    Amanda Clayton is an American actress best known for her role in the crime drama television series "City on a Hill."
  • B. Malissa Smith
    Malissa Smith is a member of the Smith family and a sibling of Joseph Smith, the founder of the Latter Day Saint movement.
  • C. Carrie Johnson
    Carrie Johnson is a British political activist and communications professional, best known as the wife of former UK Prime Minister Boris Johnson.
  • D. Amanda Lucas
    Amanda Lucas is an American actress and mixed martial artist best known as the adopted daughter of filmmaker George Lucas and for her small roles in the Star Wars prequel films.
  • E. Katrina Bowden
    Katrina Bowden is an American actress best known for her role as the bubbly assistant Cerie on the television sitcom "30 Rock."
  • 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: Amanda Brumfield
Triple: [Billy Bob Thornton, hasChild, Amanda Brumfield]
Generated description
Amanda Brumfield is the estranged daughter of actor and filmmaker Billy Bob Thornton, known publicly due to her high-profile legal troubles and conviction related to the death of a child in her care.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amanda Brumfield
Target entity description: Amanda Brumfield is the estranged daughter of actor and filmmaker Billy Bob Thornton, known publicly due to her high-profile legal troubles and conviction related to the death of a child in her care.
  • A. Amanda Clayton
    Amanda Clayton is an American actress best known for her role in the crime drama television series "City on a Hill."
  • B. Malissa Smith
    Malissa Smith is a member of the Smith family and a sibling of Joseph Smith, the founder of the Latter Day Saint movement.
  • C. Carrie Johnson
    Carrie Johnson is a British political activist and communications professional, best known as the wife of former UK Prime Minister Boris Johnson.
  • D. Amanda Lucas
    Amanda Lucas is an American actress and mixed martial artist best known as the adopted daughter of filmmaker George Lucas and for her small roles in the Star Wars prequel films.
  • E. Katrina Bowden
    Katrina Bowden is an American actress best known for her role as the bubbly assistant Cerie on the television sitcom "30 Rock."
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc00f4c3881909d03301fcdfa8b67 completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea85f62e081909f92b1a98b688104 completed March 9, 2026, 11 a.m.
NEDg Description generation batch_69aea90980848190bbb59a848a02adf9 completed March 9, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69aea96cd71881908ae5acd4210c6909 completed March 9, 2026, 11:05 a.m.
Created at: March 4, 2026, 7:46 p.m.