Triple

T1353390
Position Surface form Disambiguated ID Type / Status
Subject François Hollande E28932 entity
Predicate partner P1136 FINISHED
Object Ségolène Royal
Ségolène Royal is a French Socialist politician who served as Minister of the Environment and was the first woman to reach the second round of a French presidential election, in 2007.
 E155158 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: Ségolène Royal | Statement: [François Hollande, partner, Ségolène Royal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ségolène Royal
Context triple: [François Hollande, partner, Ségolène Royal]
  • A. Valérie Pécresse
    Valérie Pécresse is a French center-right politician who has served as president of the Île-de-France regional council and was a prominent candidate in the 2022 French presidential election.
  • B. Danielle Mitterrand
    Danielle Mitterrand was a French Resistance member, human rights activist, and long-time First Lady of France known for her outspoken advocacy for social justice and oppressed peoples worldwide.
  • C. Nicolas Sarkozy
    Nicolas Sarkozy is a French conservative politician who served as President of France from 2007 to 2012 and played a prominent role in European and international diplomacy.
  • D. Édith Cresson
    Édith Cresson is a French politician who served as France’s first female prime minister in the early 1990s.
  • E. Mazarine Pingeot
    Mazarine Pingeot is a French writer, academic, and television commentator who became publicly known in the 1990s as the once-secret daughter of former French 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: Ségolène Royal
Triple: [François Hollande, partner, Ségolène Royal]
Generated description
Ségolène Royal is a French Socialist politician who served as Minister of the Environment and was the first woman to reach the second round of a French presidential election, in 2007.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ségolène Royal
Target entity description: Ségolène Royal is a French Socialist politician who served as Minister of the Environment and was the first woman to reach the second round of a French presidential election, in 2007.
  • A. Valérie Pécresse
    Valérie Pécresse is a French center-right politician who has served as president of the Île-de-France regional council and was a prominent candidate in the 2022 French presidential election.
  • B. Danielle Mitterrand
    Danielle Mitterrand was a French Resistance member, human rights activist, and long-time First Lady of France known for her outspoken advocacy for social justice and oppressed peoples worldwide.
  • C. Nicolas Sarkozy
    Nicolas Sarkozy is a French conservative politician who served as President of France from 2007 to 2012 and played a prominent role in European and international diplomacy.
  • D. Édith Cresson
    Édith Cresson is a French politician who served as France’s first female prime minister in the early 1990s.
  • E. Mazarine Pingeot
    Mazarine Pingeot is a French writer, academic, and television commentator who became publicly known in the 1990s as the once-secret daughter of former French 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26e916c8190b4b324df87f4c121 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce6a1dd48190b17ac5a7cf3ab933 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69acceac84748190bbf9dd9c9ba5561f completed March 8, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69accf1778b081908936977cd9317774 completed March 8, 2026, 1:21 a.m.
Created at: March 1, 2026, 7:56 p.m.