Triple

T11609749
Position Surface form Disambiguated ID Type / Status
Subject City of Orchies E275351 entity
Predicate hasMayor P185 FINISHED
Object Ludovic Rohart
Ludovic Rohart is a French local politician serving as the mayor of the northern commune of Orchies.
E1101853 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: Ludovic Rohart | Statement: [City of Orchies, hasMayor, Ludovic Rohart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludovic Rohart
Context triple: [City of Orchies, hasMayor, Ludovic Rohart]
  • A. Frédéric Boissonnas
    Frédéric Boissonnas was a pioneering Swiss photographer renowned for his early 20th-century landscape and travel photography, particularly his influential work documenting Greece and its mountains.
  • B. Frédéric Bricout
    Frédéric Bricout is a French politician who serves as the mayor of the northern French city of Cambrai.
  • C. Matthieu Rougé
    Matthieu Rougé is a French Roman Catholic prelate who serves as the bishop of the Diocese of Nanterre.
  • D. Christophe Le Friant
    Christophe Le Friant is a French DJ, record producer, and remixer best known under his stage name Bob Sinclar, a prominent figure in the international house music scene.
  • E. Laurent Chalumeau
    Laurent Chalumeau is a French writer and screenwriter known for his work in film and literature.
  • 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: Ludovic Rohart
Triple: [City of Orchies, hasMayor, Ludovic Rohart]
Generated description
Ludovic Rohart is a French local politician serving as the mayor of the northern commune of Orchies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludovic Rohart
Target entity description: Ludovic Rohart is a French local politician serving as the mayor of the northern commune of Orchies.
  • A. Frédéric Boissonnas
    Frédéric Boissonnas was a pioneering Swiss photographer renowned for his early 20th-century landscape and travel photography, particularly his influential work documenting Greece and its mountains.
  • B. Frédéric Bricout
    Frédéric Bricout is a French politician who serves as the mayor of the northern French city of Cambrai.
  • C. Matthieu Rougé
    Matthieu Rougé is a French Roman Catholic prelate who serves as the bishop of the Diocese of Nanterre.
  • D. Christophe Le Friant
    Christophe Le Friant is a French DJ, record producer, and remixer best known under his stage name Bob Sinclar, a prominent figure in the international house music scene.
  • E. Laurent Chalumeau
    Laurent Chalumeau is a French writer and screenwriter known for his work in film and literature.
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a04231d08190b8a07cd977d11ffa completed April 10, 2026, 7:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d6d4bd8819087902472e77e0d38 completed May 8, 2026, 4:58 a.m.
NEDg Description generation batch_69fd6e0714888190be0c858dd86e0d97 completed May 8, 2026, 5 a.m.
NED2 Entity disambiguation (via description) batch_69fd6ebb8154819082f45775687ade07 completed May 8, 2026, 5:03 a.m.
Created at: April 8, 2026, 9:38 p.m.