Triple

T12775706
Position Surface form Disambiguated ID Type / Status
Subject Le Blanc-Mesnil E305364 entity
Predicate hasMayor P185 FINISHED
Object Tayeb Benamara
Tayeb Benamara is a French local politician who serves as the mayor of the suburban Paris commune of Le Blanc-Mesnil.
E1007316 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: Tayeb Benamara | Statement: [Le Blanc-Mesnil, hasMayor, Tayeb Benamara]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tayeb Benamara
Context triple: [Le Blanc-Mesnil, hasMayor, Tayeb Benamara]
  • A. Mohamed Ennaceur
    Mohamed Ennaceur is a Tunisian politician who served as interim President of Tunisia in 2019 following the death of President Beji Caid Essebsi.
  • B. Mustapha Khayati
    Mustapha Khayati is a Tunisian Marxist theorist and writer best known for his influential role in the Situationist International and his pamphlet "On the Poverty of Student Life."
  • C. Abdelkader El Djezairi
    Abdelkader El Djezairi was a 19th-century Algerian religious and military leader who led the resistance against French colonial invasion and later became renowned for his statesmanship and humanitarianism.
  • D. Ahmed Boumendjel
    Ahmed Boumendjel was an Algerian nationalist leader, lawyer, and politician who played a key role in the political negotiations that led to Algeria’s independence from France.
  • E. Matoub Lounes
    Matoub Lounes was a prominent Algerian Kabyle singer, poet, and outspoken activist for Berber (Amazigh) identity and secularism, renowned for his politically charged songs and symbolic role in the struggle for cultural rights.
  • 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: Tayeb Benamara
Triple: [Le Blanc-Mesnil, hasMayor, Tayeb Benamara]
Generated description
Tayeb Benamara is a French local politician who serves as the mayor of the suburban Paris commune of Le Blanc-Mesnil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tayeb Benamara
Target entity description: Tayeb Benamara is a French local politician who serves as the mayor of the suburban Paris commune of Le Blanc-Mesnil.
  • A. Mohamed Ennaceur
    Mohamed Ennaceur is a Tunisian politician who served as interim President of Tunisia in 2019 following the death of President Beji Caid Essebsi.
  • B. Mustapha Khayati
    Mustapha Khayati is a Tunisian Marxist theorist and writer best known for his influential role in the Situationist International and his pamphlet "On the Poverty of Student Life."
  • C. Abdelkader El Djezairi
    Abdelkader El Djezairi was a 19th-century Algerian religious and military leader who led the resistance against French colonial invasion and later became renowned for his statesmanship and humanitarianism.
  • D. Ahmed Boumendjel
    Ahmed Boumendjel was an Algerian nationalist leader, lawyer, and politician who played a key role in the political negotiations that led to Algeria’s independence from France.
  • E. Matoub Lounes
    Matoub Lounes was a prominent Algerian Kabyle singer, poet, and outspoken activist for Berber (Amazigh) identity and secularism, renowned for his politically charged songs and symbolic role in the struggle for cultural rights.
  • 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96df6b3c88190b0bbe70de8ddcbf3 completed April 10, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69b90ae688190b22e3a68d27b54c5 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69c46a6208190a113aefbce1bbaac completed May 3, 2026, 12:52 a.m.
NED2 Entity disambiguation (via description) batch_69f69cead6d881909765424b5391a613 completed May 3, 2026, 12:55 a.m.
Created at: April 9, 2026, 5:29 p.m.