Triple

T815241
Position Surface form Disambiguated ID Type / Status
Subject Leverage E17638 entity
Predicate mainCharacter P1183 FINISHED
Object Sophie Devereaux
Sophie Devereaux is a sophisticated grifter and master of disguise who serves as the team's con artist in the television series "Leverage."
 E102376 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: Sophie Devereaux | Statement: [Leverage, mainCharacter, Sophie Devereaux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sophie Devereaux
Context triple: [Leverage, mainCharacter, Sophie Devereaux]
  • A. Sophie Neveu
    Sophie Neveu is a French cryptologist and the granddaughter of a murdered Louvre curator who becomes Robert Langdon’s key partner in unraveling religious and historical mysteries in Dan Brown’s novel "The Da Vinci Code."
  • B. Isabella Damon
    Isabella Damon is one of American actor Matt Damon's daughters, known primarily for being part of his private family life.
  • C. Sophia Julian
    Sophia Julian was the wife of prominent American labor leader Samuel Gompers and a supportive figure in his personal and family life.
  • D. Elizabeth Drake
    Elizabeth Drake was an English gentlewoman of the 17th century best known as the mother of John Churchill, 1st Duke of Marlborough, one of Britain’s most celebrated military commanders.
  • E. Laura Lyons
    Laura Lyons is the mother of American fashion model Lily Aldridge.
  • 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: Sophie Devereaux
Triple: [Leverage, mainCharacter, Sophie Devereaux]
Generated description
Sophie Devereaux is a sophisticated grifter and master of disguise who serves as the team's con artist in the television series "Leverage."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sophie Devereaux
Target entity description: Sophie Devereaux is a sophisticated grifter and master of disguise who serves as the team's con artist in the television series "Leverage."
  • A. Sophie Neveu
    Sophie Neveu is a French cryptologist and the granddaughter of a murdered Louvre curator who becomes Robert Langdon’s key partner in unraveling religious and historical mysteries in Dan Brown’s novel "The Da Vinci Code."
  • B. Isabella Damon
    Isabella Damon is one of American actor Matt Damon's daughters, known primarily for being part of his private family life.
  • C. Sophia Julian
    Sophia Julian was the wife of prominent American labor leader Samuel Gompers and a supportive figure in his personal and family life.
  • D. Elizabeth Drake
    Elizabeth Drake was an English gentlewoman of the 17th century best known as the mother of John Churchill, 1st Duke of Marlborough, one of Britain’s most celebrated military commanders.
  • E. Laura Lyons
    Laura Lyons is the mother of American fashion model Lily Aldridge.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab5157b08190b6c8f2fd455f261e completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3b47ba481908a8db2bec414a3e4 completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a563fa3c81908078cb9b07e28695 completed March 4, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7a5c2a95c8190b0d0a385ef035880 completed March 4, 2026, 3:23 a.m.
Created at: March 1, 2026, 7:38 p.m.