Triple

T13383127
Position Surface form Disambiguated ID Type / Status
Subject Bill O'Reilly E319367 entity
Predicate spouse P13 FINISHED
Object Maureen McPhilmy
Maureen McPhilmy is a public relations executive best known for her former marriage to television host and political commentator Bill O'Reilly.
E1119386 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: Maureen McPhilmy | Statement: [Bill O'Reilly, spouse, Maureen McPhilmy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maureen McPhilmy
Context triple: [Bill O'Reilly, spouse, Maureen McPhilmy]
  • A. Maureen Teefy
    Maureen Teefy is an American actress best known for her roles in films such as "Fame" and "Grease 2."
  • B. Maureen McCarthy
    Maureen McCarthy is an American lawyer and former First Lady of Virginia, known for her marriage to former U.S. Solicitor General and Virginia Attorney General Ken Cuccinelli.
  • C. Maureen Earl
    Maureen Earl is best known as the wife of American novelist Clifford Irving, who gained notoriety for his fraudulent "autobiography" of Howard Hughes.
  • D. Maureen Monaghan
    Maureen Monaghan is the mother of English actor Dominic Monaghan, known for his roles in "The Lord of the Rings" film trilogy and the television series "Lost."
  • E. Maureen Mullen
    Maureen Mullen is known as the mother of Larry Mullen Jr., the drummer and co-founder of the Irish rock band U2.
  • 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: Maureen McPhilmy
Triple: [Bill O'Reilly, spouse, Maureen McPhilmy]
Generated description
Maureen McPhilmy is a public relations executive best known for her former marriage to television host and political commentator Bill O'Reilly.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maureen McPhilmy
Target entity description: Maureen McPhilmy is a public relations executive best known for her former marriage to television host and political commentator Bill O'Reilly.
  • A. Maureen Teefy
    Maureen Teefy is an American actress best known for her roles in films such as "Fame" and "Grease 2."
  • B. Maureen McCarthy
    Maureen McCarthy is an American lawyer and former First Lady of Virginia, known for her marriage to former U.S. Solicitor General and Virginia Attorney General Ken Cuccinelli.
  • C. Maureen Earl
    Maureen Earl is best known as the wife of American novelist Clifford Irving, who gained notoriety for his fraudulent "autobiography" of Howard Hughes.
  • D. Maureen Monaghan
    Maureen Monaghan is the mother of English actor Dominic Monaghan, known for his roles in "The Lord of the Rings" film trilogy and the television series "Lost."
  • E. Maureen Mullen
    Maureen Mullen is known as the mother of Larry Mullen Jr., the drummer and co-founder of the Irish rock band U2.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce80158819082156eaeaeda3bd8 completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0ccb9c3481908820f7620102e373 completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe1903c0f88190b6f1a081047506d5 completed May 8, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69fe1980179481908b9f97e2f474e00d completed May 8, 2026, 5:12 p.m.
Created at: April 9, 2026, 9:33 p.m.