Triple

T5071729
Position Surface form Disambiguated ID Type / Status
Subject French Resistance E114296 entity
Predicate notableMember P10 FINISHED
Object Raymond Aubrac
Raymond Aubrac was a prominent French engineer and Resistance leader during World War II, known for his role in organizing underground networks against the Nazi occupation and the Vichy regime.
E491496 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: Raymond Aubrac | Statement: [French Resistance, notableMember, Raymond Aubrac]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raymond Aubrac
Context triple: [French Resistance, notableMember, Raymond Aubrac]
  • A. Raoul Rigault
    Raoul Rigault was a radical French journalist and revolutionary best known as the zealous head of police and prominent figure in the 1871 Paris Commune.
  • B. Lazare Chanteau
    Lazare Chanteau is a central character in Émile Zola’s Rougon-Macquart series, depicted as a sensitive, indecisive young man whose pessimism and failed ambitions embody the novel’s themes of disillusionment and the struggle for happiness.
  • C. De Castellane
    De Castellane is a historic Champagne producer based in Épernay, France, known for its distinctive tower and traditional sparkling wines.
  • D. Pierre Beauchamp
    Pierre Beauchamp was a 17th-century French choreographer and dancing master credited with codifying the five basic positions of the feet in classical ballet.
  • E. Aimable Pélissier
    Aimable Pélissier was a 19th-century French marshal and military commander best known for his leadership in key campaigns of the Crimean War.
  • 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: Raymond Aubrac
Triple: [French Resistance, notableMember, Raymond Aubrac]
Generated description
Raymond Aubrac was a prominent French engineer and Resistance leader during World War II, known for his role in organizing underground networks against the Nazi occupation and the Vichy regime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raymond Aubrac
Target entity description: Raymond Aubrac was a prominent French engineer and Resistance leader during World War II, known for his role in organizing underground networks against the Nazi occupation and the Vichy regime.
  • A. Raoul Rigault
    Raoul Rigault was a radical French journalist and revolutionary best known as the zealous head of police and prominent figure in the 1871 Paris Commune.
  • B. Lazare Chanteau
    Lazare Chanteau is a central character in Émile Zola’s Rougon-Macquart series, depicted as a sensitive, indecisive young man whose pessimism and failed ambitions embody the novel’s themes of disillusionment and the struggle for happiness.
  • C. De Castellane
    De Castellane is a historic Champagne producer based in Épernay, France, known for its distinctive tower and traditional sparkling wines.
  • D. Pierre Beauchamp
    Pierre Beauchamp was a 17th-century French choreographer and dancing master credited with codifying the five basic positions of the feet in classical ballet.
  • E. Aimable Pélissier
    Aimable Pélissier was a 19th-century French marshal and military commander best known for his leadership in key campaigns of the Crimean War.
  • 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.