Triple

T5775704
Position Surface form Disambiguated ID Type / Status
Subject George F. Will E127434 entity
Predicate spouse P13 FINISHED
Object Madeline Will
Madeline Will is the wife of American conservative political commentator and columnist George F. Will.
E546411 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: Madeline Will | Statement: [George F. Will, spouse, Madeline Will]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madeline Will
Context triple: [George F. Will, spouse, Madeline Will]
  • A. Madeline Ashton
    Madeline Ashton is a vain, aging Hollywood actress whose obsession with youth and beauty leads her to drink a magical potion granting eternal life in the dark comedy film "Death Becomes Her."
  • B. Madeline Stavely
    Madeline Stavely is a central fictional character in Anthony Trollope’s novel "Orley Farm," around whom much of the story’s emotional and social drama revolves.
  • C. Madeline Gleason
    Madeline Gleason was an American poet and organizer known for helping launch the San Francisco poetry scene, including organizing one of the first major public poetry festivals in the city.
  • D. Madeline Morando
    Madeline Morando was the mother of American film producer and director Bryan Foy, associated with early Hollywood cinema.
  • E. Madeline Zima
    Madeline Zima is an American actress best known for her roles in the television series "The Nanny," "Californication," and "Heroes."
  • 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: Madeline Will
Triple: [George F. Will, spouse, Madeline Will]
Generated description
Madeline Will is the wife of American conservative political commentator and columnist George F. Will.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madeline Will
Target entity description: Madeline Will is the wife of American conservative political commentator and columnist George F. Will.
  • A. Madeline Ashton
    Madeline Ashton is a vain, aging Hollywood actress whose obsession with youth and beauty leads her to drink a magical potion granting eternal life in the dark comedy film "Death Becomes Her."
  • B. Madeline Stavely
    Madeline Stavely is a central fictional character in Anthony Trollope’s novel "Orley Farm," around whom much of the story’s emotional and social drama revolves.
  • C. Madeline Gleason
    Madeline Gleason was an American poet and organizer known for helping launch the San Francisco poetry scene, including organizing one of the first major public poetry festivals in the city.
  • D. Madeline Morando
    Madeline Morando was the mother of American film producer and director Bryan Foy, associated with early Hollywood cinema.
  • E. Madeline Zima
    Madeline Zima is an American actress best known for her roles in the television series "The Nanny," "Californication," and "Heroes."
  • 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_69c008361fa88190aefa4dc41b051e7f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029de3bb4819087a6f3e920e12990 completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c09809cfcc8190b4d55db4b74316c7 completed March 23, 2026, 1:31 a.m.
NEDg Description generation batch_69c09882e3188190a24199e5bcc7e76f completed March 23, 2026, 1:33 a.m.
NED2 Entity disambiguation (via description) batch_69c0991cdc9c81908ef92c3dbfe4276a completed March 23, 2026, 1:36 a.m.
Created at: March 22, 2026, 3:50 p.m.