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.