Triple

T4949493
Position Surface form Disambiguated ID Type / Status
Subject Geoffrey de Havilland E111132 entity
Predicate spouse P13 FINISHED
Object Louise Thomas
Louise Thomas was the wife of pioneering British aviation designer and test pilot Geoffrey de Havilland.
E525109 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 Thomas | Statement: [Geoffrey de Havilland, spouse, Louise Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louise Thomas
Context triple: [Geoffrey de Havilland, spouse, Louise Thomas]
  • A. Louise Saunders
    Louise Saunders was an American writer and playwright best known for her marriage to influential editor Maxwell Perkins and for authoring children’s literature and stage works in the early 20th century.
  • B. Louise Franklin
    Louise Franklin was the wife of British actor George Coulouris, known primarily in relation to his personal life.
  • C. Louise Treadwell
    Louise Treadwell was an American actress and philanthropist best known as the longtime wife of actor Spencer Tracy and co-founder of the John Tracy Clinic for children with hearing impairments.
  • D. Emily Willans
    Emily Willans was the mother of British Prime Minister Herbert Henry Asquith and a member of the Victorian-era English middle class.
  • E. Louise Dudley Lynch
    Louise Dudley Lynch was an American woman best known as one of the early wives of oil tycoon and billionaire art collector J. Paul Getty.
  • 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 Thomas
Triple: [Geoffrey de Havilland, spouse, Louise Thomas]
Generated description
Louise Thomas was the wife of pioneering British aviation designer and test pilot Geoffrey de Havilland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louise Thomas
Target entity description: Louise Thomas was the wife of pioneering British aviation designer and test pilot Geoffrey de Havilland.
  • A. Louise Saunders
    Louise Saunders was an American writer and playwright best known for her marriage to influential editor Maxwell Perkins and for authoring children’s literature and stage works in the early 20th century.
  • B. Louise Franklin
    Louise Franklin was the wife of British actor George Coulouris, known primarily in relation to his personal life.
  • C. Louise Treadwell
    Louise Treadwell was an American actress and philanthropist best known as the longtime wife of actor Spencer Tracy and co-founder of the John Tracy Clinic for children with hearing impairments.
  • D. Emily Willans
    Emily Willans was the mother of British Prime Minister Herbert Henry Asquith and a member of the Victorian-era English middle class.
  • E. Louise Dudley Lynch
    Louise Dudley Lynch was an American woman best known as one of the early wives of oil tycoon and billionaire art collector J. Paul Getty.
  • 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_69bd441721cc819085c7e33fe0876818 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7167f97481908db5bfa9338e3824 completed March 20, 2026, 4:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf8575c1e48190a611bbbe9b3fb286 completed March 22, 2026, 6 a.m.
NEDg Description generation batch_69bf86249f788190939565a9b3b42dd3 completed March 22, 2026, 6:03 a.m.
NED2 Entity disambiguation (via description) batch_69bf867d39f4819091fb79cafcc66123 completed March 22, 2026, 6:04 a.m.
Created at: March 20, 2026, 1:31 p.m.