Triple

T14179520
Position Surface form Disambiguated ID Type / Status
Subject Sentimental Education E351415 entity
Predicate hasCharacter P2308 FINISHED
Object Deslauriers
Deslauriers is a shrewd, ambitious, and often opportunistic lawyer who serves as Frédéric Moreau’s close friend and cynical foil in Gustave Flaubert’s novel "Sentimental Education."
 E1084663 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: Deslauriers | Statement: [Sentimental Education, hasCharacter, Deslauriers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deslauriers
Context triple: [Sentimental Education, hasCharacter, Deslauriers]
  • A. Desmarais
    Desmarais is a French surname, often associated with notable families and individuals in business, politics, and the arts.
  • B. Ganthier
    Ganthier is a commune in western Haiti known for its rural character and proximity to the capital, Port-au-Prince.
  • C. des Groseilliers
    des Groseilliers is the surname of Médard des Groseilliers, a 17th-century French explorer and fur trader influential in the early North American fur trade.
  • D. Vallière
    Vallière is a river in eastern France that flows through the town of Lons-le-Saunier in the Jura department.
  • E. Oudry
    Oudry is the surname of Jean-Baptiste Oudry, an 18th-century French painter and engraver renowned for his animal and hunting scenes.
  • 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: Deslauriers
Triple: [Sentimental Education, hasCharacter, Deslauriers]
Generated description
Deslauriers is a shrewd, ambitious, and often opportunistic lawyer who serves as Frédéric Moreau’s close friend and cynical foil in Gustave Flaubert’s novel "Sentimental Education."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deslauriers
Target entity description: Deslauriers is a shrewd, ambitious, and often opportunistic lawyer who serves as Frédéric Moreau’s close friend and cynical foil in Gustave Flaubert’s novel "Sentimental Education."
  • A. Desmarais
    Desmarais is a French surname, often associated with notable families and individuals in business, politics, and the arts.
  • B. Ganthier
    Ganthier is a commune in western Haiti known for its rural character and proximity to the capital, Port-au-Prince.
  • C. des Groseilliers
    des Groseilliers is the surname of Médard des Groseilliers, a 17th-century French explorer and fur trader influential in the early North American fur trade.
  • D. Vallière
    Vallière is a river in eastern France that flows through the town of Lons-le-Saunier in the Jura department.
  • E. Oudry
    Oudry is the surname of Jean-Baptiste Oudry, an 18th-century French painter and engraver renowned for his animal and hunting scenes.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61c90abc8190a9b9dc1f50db59fa completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf80f03a48190a5374fb6374255a8 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd09b00dc48190bec9853e3dc78f26 completed May 7, 2026, 9:52 p.m.
NED2 Entity disambiguation (via description) batch_69fd0a4c377c81909af76e8bd47e2f2a completed May 7, 2026, 9:55 p.m.
Created at: April 10, 2026, 1:02 a.m.