Triple

T8498725
Position Surface form Disambiguated ID Type / Status
Subject Robert Ludlum E201160 entity
Predicate spouse P13 FINISHED
Object Mary Ludlum
Mary Ludlum was the wife of American thriller novelist Robert Ludlum, known for supporting him throughout his writing career.
 E740004 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: Mary Ludlum | Statement: [Robert Ludlum, spouse, Mary Ludlum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mary Ludlum
Context triple: [Robert Ludlum, spouse, Mary Ludlum]
  • A. Sara Lowndes
    Sara Lowndes is an American former model and artist best known as the first wife of musician Bob Dylan and the mother of several of his children.
  • B. Margaret McTague
    Margaret McTague was the wife of New York politician and long-serving U.S. Senator Robert F. Wagner.
  • C. Alison Cross
    Alison Cross is an American screenwriter known for her work on socially conscious television films and dramas, including the acclaimed biographical TV movie "Serving in Silence: The Margarethe Cammermeyer Story."
  • D. Jackie Collins
    Jackie Collins was a bestselling British-American novelist known for her glamorous, scandal-filled tales of Hollywood life, including the popular "Hollywood Wives" series.
  • E. Antonia Phillips
    Antonia Phillips is the first wife of British novelist Martin Amis, with whom he had two children before their divorce.
  • 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: Mary Ludlum
Triple: [Robert Ludlum, spouse, Mary Ludlum]
Generated description
Mary Ludlum was the wife of American thriller novelist Robert Ludlum, known for supporting him throughout his writing career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mary Ludlum
Target entity description: Mary Ludlum was the wife of American thriller novelist Robert Ludlum, known for supporting him throughout his writing career.
  • A. Sara Lowndes
    Sara Lowndes is an American former model and artist best known as the first wife of musician Bob Dylan and the mother of several of his children.
  • B. Margaret McTague
    Margaret McTague was the wife of New York politician and long-serving U.S. Senator Robert F. Wagner.
  • C. Alison Cross
    Alison Cross is an American screenwriter known for her work on socially conscious television films and dramas, including the acclaimed biographical TV movie "Serving in Silence: The Margarethe Cammermeyer Story."
  • D. Jackie Collins
    Jackie Collins was a bestselling British-American novelist known for her glamorous, scandal-filled tales of Hollywood life, including the popular "Hollywood Wives" series.
  • E. Antonia Phillips
    Antonia Phillips is the first wife of British novelist Martin Amis, with whom he had two children before their divorce.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe583aebc819090345684bfa1fca2 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e0aa7788190abd7bb259966bc44 completed April 2, 2026, 11:07 a.m.
NEDg Description generation batch_69ce4ff668d4819081f4c3186437291b completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54cc52cc81908ca48c93956ca86e completed April 2, 2026, 11:36 a.m.
Created at: March 30, 2026, 6:14 p.m.