Triple

T1664531
Position Surface form Disambiguated ID Type / Status
Subject Communist Party of France E35979 entity
Predicate notableMember P10 FINISHED
Object Jacques Duclos
Jacques Duclos was a prominent French communist politician and long-time leader of the French Communist Party, especially influential in the mid-20th century.
 E213927 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: Jacques Duclos | Statement: [Communist Party of France, notableMember, Jacques Duclos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jacques Duclos
Context triple: [Communist Party of France, notableMember, Jacques Duclos]
  • A. Georges Marchais
    Georges Marchais was a prominent French communist politician who led the French Communist Party from the early 1970s to the mid-1990s and was a major figure of the French left during the Cold War.
  • B. Georges Bidault
    Georges Bidault was a French politician, Resistance leader, and statesman who served multiple times as foreign minister and briefly as prime minister in the turbulent post-World War II era.
  • C. Pierre-Roger Ducos
    Pierre-Roger Ducos was a French revolutionary politician who served as one of the three provisional consuls alongside Napoleon Bonaparte following the Coup of 18 Brumaire.
  • D. Michel Crozier
    Michel Crozier was a prominent French sociologist best known for his influential work on bureaucracy, organizational analysis, and the dynamics of power and change in modern institutions.
  • E. Pierre Bérégovoy
    Pierre Bérégovoy was a French Socialist politician who served as Prime Minister of France in the early 1990s under President François Mitterrand.
  • 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: Jacques Duclos
Triple: [Communist Party of France, notableMember, Jacques Duclos]
Generated description
Jacques Duclos was a prominent French communist politician and long-time leader of the French Communist Party, especially influential in the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jacques Duclos
Target entity description: Jacques Duclos was a prominent French communist politician and long-time leader of the French Communist Party, especially influential in the mid-20th century.
  • A. Georges Marchais
    Georges Marchais was a prominent French communist politician who led the French Communist Party from the early 1970s to the mid-1990s and was a major figure of the French left during the Cold War.
  • B. Georges Bidault
    Georges Bidault was a French politician, Resistance leader, and statesman who served multiple times as foreign minister and briefly as prime minister in the turbulent post-World War II era.
  • C. Pierre-Roger Ducos
    Pierre-Roger Ducos was a French revolutionary politician who served as one of the three provisional consuls alongside Napoleon Bonaparte following the Coup of 18 Brumaire.
  • D. Michel Crozier
    Michel Crozier was a prominent French sociologist best known for his influential work on bureaucracy, organizational analysis, and the dynamics of power and change in modern institutions.
  • E. Pierre Bérégovoy
    Pierre Bérégovoy was a French Socialist politician who served as Prime Minister of France in the early 1990s under President François Mitterrand.
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90ad958f48190a6344e1be78b574d completed March 5, 2026, 4:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeac637748190b67ddd9eedc3698d completed March 8, 2026, 9:31 p.m.
NEDg Description generation batch_69adeb503ec88190b8d0cb17bbb8f520 completed March 8, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69adef13e030819086e9e8862198d859 completed March 8, 2026, 9:50 p.m.
Created at: March 4, 2026, 7:29 p.m.