Triple

T4112549
Position Surface form Disambiguated ID Type / Status
Subject Médecins Sans Frontières E90208 entity
Predicate foundedBy P104 FINISHED
Object Bernard Kouchner
Bernard Kouchner is a French physician, humanitarian, and politician best known as a co-founder of Médecins Sans Frontières (Doctors Without Borders) and a prominent advocate for humanitarian intervention.
E413388 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: Bernard Kouchner | Statement: [Médecins Sans Frontières, foundedBy, Bernard Kouchner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernard Kouchner
Context triple: [Médecins Sans Frontières, foundedBy, Bernard Kouchner]
  • A. Pierre Bérégovoy
    Pierre Bérégovoy was a French Socialist politician who served as Prime Minister of France in the early 1990s under President François Mitterrand.
  • B. Laurent Boutonnat
    Laurent Boutonnat is a French composer, songwriter, and music video director best known for his long-term creative collaboration with singer Mylène Farmer and for producing and writing songs for artists such as Alizée.
  • C. Alain Mimoun O’Kacha
    Alain Mimoun O’Kacha was a French long-distance runner of Algerian origin best known for winning the marathon gold medal at the 1956 Melbourne Olympic Games.
  • D. Jacques Cresson
    Jacques Cresson is best known as the husband of former French Prime Minister Édith Cresson.
  • E. Laurent Fabius
    Laurent Fabius is a French Socialist politician who served as Prime Minister in the 1980s and later held key roles including Foreign Minister and President of the Constitutional Council.
  • 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: Bernard Kouchner
Triple: [Médecins Sans Frontières, foundedBy, Bernard Kouchner]
Generated description
Bernard Kouchner is a French physician, humanitarian, and politician best known as a co-founder of Médecins Sans Frontières (Doctors Without Borders) and a prominent advocate for humanitarian intervention.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernard Kouchner
Target entity description: Bernard Kouchner is a French physician, humanitarian, and politician best known as a co-founder of Médecins Sans Frontières (Doctors Without Borders) and a prominent advocate for humanitarian intervention.
  • A. Pierre Bérégovoy
    Pierre Bérégovoy was a French Socialist politician who served as Prime Minister of France in the early 1990s under President François Mitterrand.
  • B. Laurent Boutonnat
    Laurent Boutonnat is a French composer, songwriter, and music video director best known for his long-term creative collaboration with singer Mylène Farmer and for producing and writing songs for artists such as Alizée.
  • C. Alain Mimoun O’Kacha
    Alain Mimoun O’Kacha was a French long-distance runner of Algerian origin best known for winning the marathon gold medal at the 1956 Melbourne Olympic Games.
  • D. Jacques Cresson
    Jacques Cresson is best known as the husband of former French Prime Minister Édith Cresson.
  • E. Laurent Fabius
    Laurent Fabius is a French Socialist politician who served as Prime Minister in the 1980s and later held key roles including Foreign Minister and President of the Constitutional Council.
  • 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_69aed95c080881908125e30c5dcdc6f8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01decd808190b4e5a5f76b090b0a completed March 9, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b8adc748190be7b34ff37ae3618 completed March 14, 2026, 2:07 p.m.
NEDg Description generation batch_69b56ca404d88190aad31ec27229cd40 completed March 14, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_69b56d908f3481908ff2c703983e84e3 completed March 14, 2026, 2:15 p.m.
Created at: March 9, 2026, 3:41 p.m.