Triple

T5071736
Position Surface form Disambiguated ID Type / Status
Subject French Resistance E114296 entity
Predicate notableMember P10 FINISHED
Object Stéphane Hessel
Stéphane Hessel was a German-born French diplomat, writer, and former Resistance fighter best known for his influential political activism and his pamphlet "Indignez-vous!" ("Time for Outrage!").
E491498 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: Stéphane Hessel | Statement: [French Resistance, notableMember, Stéphane Hessel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stéphane Hessel
Context triple: [French Resistance, notableMember, Stéphane Hessel]
  • A. Alfred Sauvy
    Alfred Sauvy was a French demographer, sociologist, and economist best known for introducing the term "Third World" to describe countries not aligned with either the Western or Eastern blocs during the Cold War.
  • B. Pierre Brossolette
    Pierre Brossolette was a prominent French journalist, socialist politician, and leading figure of the French Resistance during World War II who became a symbol of anti-Nazi resistance and sacrifice.
  • C. Lucien Goldmann
    Lucien Goldmann was a Romanian-born French Marxist philosopher and sociologist of culture known for his work on genetic structuralism and the relationship between literature, ideology, and social class.
  • D. Jean-Paul Agon
    Jean-Paul Agon is a French business executive best known for serving as the longtime CEO and later chairman of global cosmetics giant L'Oréal.
  • E. Raymond Aron
    Raymond Aron was a 20th-century French philosopher, sociologist, and political commentator known for his liberal-conservative critique of totalitarianism and his influential analyses of industrial society and international relations.
  • 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: Stéphane Hessel
Triple: [French Resistance, notableMember, Stéphane Hessel]
Generated description
Stéphane Hessel was a German-born French diplomat, writer, and former Resistance fighter best known for his influential political activism and his pamphlet "Indignez-vous!" ("Time for Outrage!").
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stéphane Hessel
Target entity description: Stéphane Hessel was a German-born French diplomat, writer, and former Resistance fighter best known for his influential political activism and his pamphlet "Indignez-vous!" ("Time for Outrage!").
  • A. Alfred Sauvy
    Alfred Sauvy was a French demographer, sociologist, and economist best known for introducing the term "Third World" to describe countries not aligned with either the Western or Eastern blocs during the Cold War.
  • B. Pierre Brossolette
    Pierre Brossolette was a prominent French journalist, socialist politician, and leading figure of the French Resistance during World War II who became a symbol of anti-Nazi resistance and sacrifice.
  • C. Lucien Goldmann
    Lucien Goldmann was a Romanian-born French Marxist philosopher and sociologist of culture known for his work on genetic structuralism and the relationship between literature, ideology, and social class.
  • D. Jean-Paul Agon
    Jean-Paul Agon is a French business executive best known for serving as the longtime CEO and later chairman of global cosmetics giant L'Oréal.
  • E. Raymond Aron
    Raymond Aron was a 20th-century French philosopher, sociologist, and political commentator known for his liberal-conservative critique of totalitarianism and his influential analyses of industrial society and international relations.
  • 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_69bd443cf28c8190ad371d603563dbdd completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74ce140881909a2874663244c0db completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb1110a388190a5db1c94b3d60d6b completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb186dfa88190bd4cc76247a64ff1 completed March 21, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69beb1f3c7b88190a3c4e6bcd8714808 completed March 21, 2026, 2:57 p.m.
Created at: March 20, 2026, 1:39 p.m.