Triple

T17262829
Position Surface form Disambiguated ID Type / Status
Subject Sadiki College E419047 entity
Predicate hasAlumnus P51 FINISHED
Object Ahmed Ounaies
Ahmed Ounaies is a Tunisian politician and diplomat who briefly served as Tunisia’s Minister of Foreign Affairs following the 2011 revolution.
E1295272 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: Ahmed Ounaies | Statement: [Sadiki College, hasAlumnus, Ahmed Ounaies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahmed Ounaies
Context triple: [Sadiki College, hasAlumnus, Ahmed Ounaies]
  • A. Mehdi Jomaa
    Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
  • B. Ahmed Hachani
    Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
  • 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. Issam Zahreddine
    Issam Zahreddine was a prominent Syrian Republican Guard general best known for leading government forces in some of the fiercest battles of the Syrian Civil War.
  • E. Tayeb Benamara
    Tayeb Benamara is a French local politician who serves as the mayor of the suburban Paris commune of Le Blanc-Mesnil.
  • 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: Ahmed Ounaies
Triple: [Sadiki College, hasAlumnus, Ahmed Ounaies]
Generated description
Ahmed Ounaies is a Tunisian politician and diplomat who briefly served as Tunisia’s Minister of Foreign Affairs following the 2011 revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahmed Ounaies
Target entity description: Ahmed Ounaies is a Tunisian politician and diplomat who briefly served as Tunisia’s Minister of Foreign Affairs following the 2011 revolution.
  • A. Mehdi Jomaa
    Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
  • B. Ahmed Hachani
    Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
  • 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. Issam Zahreddine
    Issam Zahreddine was a prominent Syrian Republican Guard general best known for leading government forces in some of the fiercest battles of the Syrian Civil War.
  • E. Tayeb Benamara
    Tayeb Benamara is a French local politician who serves as the mayor of the suburban Paris commune of Le Blanc-Mesnil.
  • 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_69d886d9ab108190b70edd8d17aa1204 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42f4379848190add32ba8e5f93527 completed April 19, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a031b10f34c81908bd52d2d581da69a completed May 12, 2026, 12:20 p.m.
NEDg Description generation batch_6a031db1ca588190aac180a4fd87383e completed May 12, 2026, 12:31 p.m.
NED2 Entity disambiguation (via description) batch_6a031e67a8bc81909f1076d175f5af2c completed May 12, 2026, 12:34 p.m.
Created at: April 10, 2026, 5:40 a.m.