Triple

T17219091
Position Surface form Disambiguated ID Type / Status
Subject Oulipo E417927 entity
Predicate hasMember P10 FINISHED
Object Marcel Bénabou
Marcel Bénabou is a French writer, historian, and prominent member of the experimental literary group Oulipo, known for his playful, constraint-based works and reflections on writing.
E1257674 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: Marcel Bénabou | Statement: [Oulipo, hasMember, Marcel Bénabou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcel Bénabou
Context triple: [Oulipo, hasMember, Marcel Bénabou]
  • A. Jean Tirole
    Jean Tirole is a French economist and Nobel laureate renowned for his influential work on industrial organization, regulation, and game theory.
  • B. Yann Zenou
    Yann Zenou is a French film producer known for working on internationally successful comedies and dramas, including the hit film "The Intouchables."
  • C. Jean-Jacques Laffont
    Jean-Jacques Laffont was a prominent French economist renowned for his foundational contributions to contract theory, public economics, and the theory of regulation.
  • D. Mathias Dewatripont
    Mathias Dewatripont is a Belgian economist and academic known for his influential work in banking regulation, contract theory, and financial economics.
  • E. Olivier Blanchard
    Olivier Blanchard is a prominent French economist and former IMF chief economist known for his influential work in macroeconomics and major contributions to New Keynesian economic theory.
  • 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: Marcel Bénabou
Triple: [Oulipo, hasMember, Marcel Bénabou]
Generated description
Marcel Bénabou is a French writer, historian, and prominent member of the experimental literary group Oulipo, known for his playful, constraint-based works and reflections on writing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcel Bénabou
Target entity description: Marcel Bénabou is a French writer, historian, and prominent member of the experimental literary group Oulipo, known for his playful, constraint-based works and reflections on writing.
  • A. Jean Tirole
    Jean Tirole is a French economist and Nobel laureate renowned for his influential work on industrial organization, regulation, and game theory.
  • B. Yann Zenou
    Yann Zenou is a French film producer known for working on internationally successful comedies and dramas, including the hit film "The Intouchables."
  • C. Jean-Jacques Laffont
    Jean-Jacques Laffont was a prominent French economist renowned for his foundational contributions to contract theory, public economics, and the theory of regulation.
  • D. Mathias Dewatripont
    Mathias Dewatripont is a Belgian economist and academic known for his influential work in banking regulation, contract theory, and financial economics.
  • E. Olivier Blanchard
    Olivier Blanchard is a prominent French economist and former IMF chief economist known for his influential work in macroeconomics and major contributions to New Keynesian economic theory.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42ddc3cb88190a67e35164d710d9d completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675553b88190a04987b0de62cb15 completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a0169e5f7e881909cb3fe35935d888d completed May 11, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_6a016a46409881908ea7e93fd31cd5c5 completed May 11, 2026, 5:33 a.m.
Created at: April 10, 2026, 5:38 a.m.