Triple

T3613800
Position Surface form Disambiguated ID Type / Status
Subject Bitche E76550 entity
Predicate hasMayor P185 FINISHED
Object Benoît Kieffer
Benoît Kieffer is a French local politician who serves as the mayor of the commune of Bitche in northeastern France.
 E374097 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: Benoît Kieffer | Statement: [Bitche, hasMayor, Benoît Kieffer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Benoît Kieffer
Context triple: [Bitche, hasMayor, Benoît Kieffer]
  • A. Philippe Leonelli
    Philippe Leonelli is a French local politician who serves as the mayor of the Mediterranean coastal town of Cavalaire-sur-Mer.
  • B. Olivier Bousquet
    Olivier Bousquet is a French computer scientist and machine learning researcher known for his work on statistical learning theory and his leadership roles in industry AI research.
  • C. Laurent Rossi
    Laurent Rossi is the son of famed French singer and actor Tino Rossi, known primarily for his connection to his father's legacy in French popular culture.
  • D. Lucas Secon
    Lucas Secon is a Danish-American record producer, songwriter, and artist known for his work across pop and hip-hop with acts such as The Pussycat Dolls, Kylie Minogue, and Christina Aguilera.
  • E. Mathias Vicherat
    Mathias Vicherat is a French executive and public administrator who serves as the president of the prestigious political science university Sciences Po in Paris.
  • 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: Benoît Kieffer
Triple: [Bitche, hasMayor, Benoît Kieffer]
Generated description
Benoît Kieffer is a French local politician who serves as the mayor of the commune of Bitche in northeastern France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Benoît Kieffer
Target entity description: Benoît Kieffer is a French local politician who serves as the mayor of the commune of Bitche in northeastern France.
  • A. Philippe Leonelli
    Philippe Leonelli is a French local politician who serves as the mayor of the Mediterranean coastal town of Cavalaire-sur-Mer.
  • B. Olivier Bousquet
    Olivier Bousquet is a French computer scientist and machine learning researcher known for his work on statistical learning theory and his leadership roles in industry AI research.
  • C. Laurent Rossi
    Laurent Rossi is the son of famed French singer and actor Tino Rossi, known primarily for his connection to his father's legacy in French popular culture.
  • D. Lucas Secon
    Lucas Secon is a Danish-American record producer, songwriter, and artist known for his work across pop and hip-hop with acts such as The Pussycat Dolls, Kylie Minogue, and Christina Aguilera.
  • E. Mathias Vicherat
    Mathias Vicherat is a French executive and public administrator who serves as the president of the prestigious political science university Sciences Po in Paris.
  • 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_69ad85da0ba481908b3b48c69efe2b98 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc279f6948190b9655a4cf3e77d89 completed March 8, 2026, 6:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b43316224081909372f1007becc663 completed March 13, 2026, 3:53 p.m.
NEDg Description generation batch_69b4384ae2948190bb5b371ab35a9057 completed March 13, 2026, 4:16 p.m.
NED2 Entity disambiguation (via description) batch_69b438db5e8c8190a6cfcbade88e7d46 completed March 13, 2026, 4:18 p.m.
Created at: March 8, 2026, 3:23 p.m.