Triple

T3892566
Position Surface form Disambiguated ID Type / Status
Subject Wilbur Smith E88092 entity
Predicate spouse P13 FINISHED
Object Danielle Thomas
Danielle Thomas was the second wife of bestselling adventure novelist Wilbur Smith, remembered for her influence on his personal life and writing career.
 E469163 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: Danielle Thomas | Statement: [Wilbur Smith, spouse, Danielle Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Danielle Thomas
Context triple: [Wilbur Smith, spouse, Danielle Thomas]
  • A. Emma Thomas
    Emma Thomas is a British film producer best known for her long-running collaboration with director Christopher Nolan on major films such as Inception, The Dark Knight trilogy, and Oppenheimer.
  • B. Melissa Thomas
    Melissa Thomas is known as the wife of American screenwriter and director David Koepp.
  • C. Danielle Vitalis
    Danielle Vitalis is a British actress known for her role in the sci-fi comedy film "Attack the Block" and appearances in various UK television series.
  • D. Nicole Willis
    Nicole Willis is a central character in the thriller film "Mindhunters," portrayed as one of the FBI profiler trainees trapped on a remote island during a deadly training exercise.
  • E. Taylor Thomson
    Taylor Thomson is a Canadian businesswoman and philanthropist known as a member of the prominent Thomson family, one of the wealthiest families in Canada.
  • 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: Danielle Thomas
Triple: [Wilbur Smith, spouse, Danielle Thomas]
Generated description
Danielle Thomas was the second wife of bestselling adventure novelist Wilbur Smith, remembered for her influence on his personal life and writing career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Danielle Thomas
Target entity description: Danielle Thomas was the second wife of bestselling adventure novelist Wilbur Smith, remembered for her influence on his personal life and writing career.
  • A. Emma Thomas
    Emma Thomas is a British film producer best known for her long-running collaboration with director Christopher Nolan on major films such as Inception, The Dark Knight trilogy, and Oppenheimer.
  • B. Melissa Thomas
    Melissa Thomas is known as the wife of American screenwriter and director David Koepp.
  • C. Danielle Vitalis
    Danielle Vitalis is a British actress known for her role in the sci-fi comedy film "Attack the Block" and appearances in various UK television series.
  • D. Nicole Willis
    Nicole Willis is a central character in the thriller film "Mindhunters," portrayed as one of the FBI profiler trainees trapped on a remote island during a deadly training exercise.
  • E. Taylor Thomson
    Taylor Thomson is a Canadian businesswoman and philanthropist known as a member of the prominent Thomson family, one of the wealthiest families in Canada.
  • 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_69aed9466d548190939f5217a23ed4ac completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecb237748190a4d41b76e8efd0ba completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4379623c8190856b03238e3ef0dd completed March 21, 2026, 7:06 a.m.
NEDg Description generation batch_69be456d92d48190934a695b1aefe0fd completed March 21, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69be461311ec8190b39c0275640240d9 completed March 21, 2026, 7:17 a.m.
Created at: March 9, 2026, 3:21 p.m.