Triple

T3712740
Position Surface form Disambiguated ID Type / Status
Subject Bill Paxton E81453 entity
Predicate spouse P13 FINISHED
Object Louise Newbury
Louise Newbury is the widow of American actor and filmmaker Bill Paxton, with whom she shared a long-term marriage and two children.
E402037 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: Louise Newbury | Statement: [Bill Paxton, spouse, Louise Newbury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louise Newbury
Context triple: [Bill Paxton, spouse, Louise Newbury]
  • A. Lorraine Broughton
    Lorraine Broughton is a highly skilled, stylish MI6 spy and lethal combatant who serves as the protagonist of the action thriller film "Atomic Blonde."
  • B. Louise Whitfield
    Louise Whitfield was an American philanthropist best known as the wife of industrialist Andrew Carnegie and for her extensive charitable work.
  • C. Anne Aylett
    Anne Aylett was the wife of American statesman and Declaration of Independence signer Richard Henry Lee, belonging to a prominent colonial Virginia family.
  • D. Helen Melland
    Helen Melland was the wife of British Prime Minister Herbert Henry Asquith and a member of the English upper-middle class in the late 19th century.
  • E. Gillian Redfearn
    Gillian Redfearn is a prominent British science fiction and fantasy editor and publishing director, recognized for her influential work in genre publishing.
  • 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: Louise Newbury
Triple: [Bill Paxton, spouse, Louise Newbury]
Generated description
Louise Newbury is the widow of American actor and filmmaker Bill Paxton, with whom she shared a long-term marriage and two children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louise Newbury
Target entity description: Louise Newbury is the widow of American actor and filmmaker Bill Paxton, with whom she shared a long-term marriage and two children.
  • A. Lorraine Broughton
    Lorraine Broughton is a highly skilled, stylish MI6 spy and lethal combatant who serves as the protagonist of the action thriller film "Atomic Blonde."
  • B. Louise Whitfield
    Louise Whitfield was an American philanthropist best known as the wife of industrialist Andrew Carnegie and for her extensive charitable work.
  • C. Anne Aylett
    Anne Aylett was the wife of American statesman and Declaration of Independence signer Richard Henry Lee, belonging to a prominent colonial Virginia family.
  • D. Helen Melland
    Helen Melland was the wife of British Prime Minister Herbert Henry Asquith and a member of the English upper-middle class in the late 19th century.
  • E. Gillian Redfearn
    Gillian Redfearn is a prominent British science fiction and fantasy editor and publishing director, recognized for her influential work in genre publishing.
  • 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_69ad8b1a81588190b3f27a5483bb610e completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc9cbc5648190936f93868086167e completed March 8, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b53367ad5c81909f7bcbbc967514b7 completed March 14, 2026, 10:07 a.m.
NEDg Description generation batch_69b534e575408190bfb87729d12f0ca7 completed March 14, 2026, 10:13 a.m.
NED2 Entity disambiguation (via description) batch_69b53557089481908bd2a08f4b018c7e completed March 14, 2026, 10:15 a.m.
Created at: March 8, 2026, 3:33 p.m.