Triple

T2768213
Position Surface form Disambiguated ID Type / Status
Subject Socialist Party (France) E61386 entity
Predicate participatedInGovernment P14332 FINISHED
Object Presidency of François Hollande
The Presidency of François Hollande was the 2012–2017 French head of state term marked by a Socialist-led government, economic reforms, and responses to major terrorist attacks.
E28932 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: Presidency of François Hollande | Statement: [Socialist Party (France), participatedInGovernment, Presidency of François Hollande]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Presidency of François Hollande
Context triple: [Socialist Party (France), participatedInGovernment, Presidency of François Hollande]
  • A. 2022 French presidential election
    The 2022 French presidential election was a national vote held to choose the President of France for a five-year term, marked by Emmanuel Macron’s re-election amid a fragmented political landscape and strong challenges from both far-right and left-wing candidates.
  • B. François Hollande
    François Hollande is a French Socialist politician who served as President of France from 2012 to 2017.
  • C. Emmanuel Macron
    Emmanuel Macron is a French politician and former investment banker who has served as President of France since 2017, known for his centrist, pro-European Union stance.
  • D. Jean-Michel Macron
    Jean-Michel Macron is a French neurologist and the father of Emmanuel Macron, the President of France.
  • E. Macron
    Macron is an Italian sportswear company known for designing and manufacturing athletic apparel and equipment for professional and amateur teams worldwide.
  • 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: Presidency of François Hollande
Triple: [Socialist Party (France), participatedInGovernment, Presidency of François Hollande]
Generated description
The Presidency of François Hollande was the 2012–2017 French head of state term marked by a Socialist-led government, economic reforms, and responses to major terrorist attacks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Presidency of François Hollande
Target entity description: The Presidency of François Hollande was the 2012–2017 French head of state term marked by a Socialist-led government, economic reforms, and responses to major terrorist attacks.
  • A. 2022 French presidential election
    The 2022 French presidential election was a national vote held to choose the President of France for a five-year term, marked by Emmanuel Macron’s re-election amid a fragmented political landscape and strong challenges from both far-right and left-wing candidates.
  • B. François Hollande chosen
    François Hollande is a French Socialist politician who served as President of France from 2012 to 2017.
  • C. Emmanuel Macron
    Emmanuel Macron is a French politician and former investment banker who has served as President of France since 2017, known for his centrist, pro-European Union stance.
  • D. Jean-Michel Macron
    Jean-Michel Macron is a French neurologist and the father of Emmanuel Macron, the President of France.
  • E. Macron
    Macron is an Italian sportswear company known for designing and manufacturing athletic apparel and equipment for professional and amateur teams worldwide.
  • F. None of above.

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_69ab4b7bab6c8190a5c2efef19a8ef34 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd667c4881909aa582c630c8e3ab completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc04b59448190b51ce14f19bd3381 completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc0e092848190889e85f017a7832c completed March 10, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69afc159d0908190b4afe1a6b122076e completed March 10, 2026, 6:59 a.m.
Created at: March 6, 2026, 9:57 p.m.