Triple

T11759340
Position Surface form Disambiguated ID Type / Status
Subject Union des Démocrates et Indépendants E279610 entity
Predicate founder P104 FINISHED
Object Martine Lignières-Cassou
Martine Lignières-Cassou is a French politician known for her long-standing parliamentary career and involvement in centrist and left-of-center political movements.
E973779 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: Martine Lignières-Cassou | Statement: [Union des Démocrates et Indépendants, founder, Martine Lignières-Cassou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martine Lignières-Cassou
Context triple: [Union des Démocrates et Indépendants, founder, Martine Lignières-Cassou]
  • A. Valérie Marneffe
    Valérie Marneffe is a cunning and manipulative Parisian courtesan in Honoré de Balzac’s novel "La Cousine Bette," known for using her beauty and charm to ruin the men who fall in love with her.
  • B. Hélène Patarot
    Hélène Patarot is a French-Vietnamese actress known for her work in theatre and film, as well as her long-term partnership with Irish actor Ciarán Hinds.
  • C. Valérie Létard
    Valérie Létard is a French centrist politician who has served in various governmental and parliamentary roles, notably in social and environmental policy.
  • D. Hélène Rochas
    Hélène Rochas was a French socialite, businesswoman, and former model who became the influential head of the Rochas perfume and fashion house.
  • E. Chantal Jouanno
    Chantal Jouanno is a French politician and former minister known for her roles in center-right politics and environmental and sports policy.
  • 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: Martine Lignières-Cassou
Triple: [Union des Démocrates et Indépendants, founder, Martine Lignières-Cassou]
Generated description
Martine Lignières-Cassou is a French politician known for her long-standing parliamentary career and involvement in centrist and left-of-center political movements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martine Lignières-Cassou
Target entity description: Martine Lignières-Cassou is a French politician known for her long-standing parliamentary career and involvement in centrist and left-of-center political movements.
  • A. Valérie Marneffe
    Valérie Marneffe is a cunning and manipulative Parisian courtesan in Honoré de Balzac’s novel "La Cousine Bette," known for using her beauty and charm to ruin the men who fall in love with her.
  • B. Hélène Patarot
    Hélène Patarot is a French-Vietnamese actress known for her work in theatre and film, as well as her long-term partnership with Irish actor Ciarán Hinds.
  • C. Valérie Létard
    Valérie Létard is a French centrist politician who has served in various governmental and parliamentary roles, notably in social and environmental policy.
  • D. Hélène Rochas
    Hélène Rochas was a French socialite, businesswoman, and former model who became the influential head of the Rochas perfume and fashion house.
  • E. Chantal Jouanno
    Chantal Jouanno is a French politician and former minister known for her roles in center-right politics and environmental and sports policy.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a5220f148190ae60d1941a579ab6 completed April 10, 2026, 7:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69f61e33557c8190a724bb45c59abc63 completed May 2, 2026, 3:54 p.m.
NEDg Description generation batch_69f61f5b107c819082094791fcf7c5f4 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62006afcc8190b8e3b55a5fd8eaca completed May 2, 2026, 4:02 p.m.
Created at: April 8, 2026, 9:41 p.m.