Triple

T17262816
Position Surface form Disambiguated ID Type / Status
Subject Sadiki College E419047 entity
Predicate hasAlumnus P51 FINISHED
Object Mustapha Ben Jafar
Mustapha Ben Jafar is a Tunisian politician and physician best known as a leading figure of the democratic opposition and a key architect of Tunisia’s post-2011 constitutional transition.
E1285632 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: Mustapha Ben Jafar | Statement: [Sadiki College, hasAlumnus, Mustapha Ben Jafar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mustapha Ben Jafar
Context triple: [Sadiki College, hasAlumnus, Mustapha Ben Jafar]
  • A. Béchir Ben Yahmed
    Béchir Ben Yahmed was a prominent Tunisian journalist and founder of the influential pan-African news magazine Jeune Afrique.
  • B. Abdelmalek Droukdel Aouabdia
    Abdelmalek Droukdel Aouabdia was an Algerian Islamist militant leader best known as the longtime emir of al-Qaeda in the Islamic Maghreb (AQIM).
  • C. Mohamed Bey El Mouradi
    Mohamed Bey El Mouradi was a 17th-century ruler of Tunis who belonged to the Muradid dynasty and played a key role in the political and military affairs of Ottoman-era Tunisia.
  • D. M’Hamid El Ghizlane
    M’Hamid El Ghizlane is a remote oasis village in southern Morocco’s Sahara Desert, known as a gateway for camel treks and excursions into the surrounding dunes and desert landscapes.
  • E. Abdelaziz Thâalbi
    Abdelaziz Thâalbi was a prominent Tunisian nationalist leader, Islamic reformer, and co-founder of the Destour (Constitutional) Party who played a key role in the early 20th-century struggle against French colonial rule.
  • 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: Mustapha Ben Jafar
Triple: [Sadiki College, hasAlumnus, Mustapha Ben Jafar]
Generated description
Mustapha Ben Jafar is a Tunisian politician and physician best known as a leading figure of the democratic opposition and a key architect of Tunisia’s post-2011 constitutional transition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mustapha Ben Jafar
Target entity description: Mustapha Ben Jafar is a Tunisian politician and physician best known as a leading figure of the democratic opposition and a key architect of Tunisia’s post-2011 constitutional transition.
  • A. Béchir Ben Yahmed
    Béchir Ben Yahmed was a prominent Tunisian journalist and founder of the influential pan-African news magazine Jeune Afrique.
  • B. Abdelmalek Droukdel Aouabdia
    Abdelmalek Droukdel Aouabdia was an Algerian Islamist militant leader best known as the longtime emir of al-Qaeda in the Islamic Maghreb (AQIM).
  • C. Mohamed Bey El Mouradi
    Mohamed Bey El Mouradi was a 17th-century ruler of Tunis who belonged to the Muradid dynasty and played a key role in the political and military affairs of Ottoman-era Tunisia.
  • D. M’Hamid El Ghizlane
    M’Hamid El Ghizlane is a remote oasis village in southern Morocco’s Sahara Desert, known as a gateway for camel treks and excursions into the surrounding dunes and desert landscapes.
  • E. Abdelaziz Thâalbi
    Abdelaziz Thâalbi was a prominent Tunisian nationalist leader, Islamic reformer, and co-founder of the Destour (Constitutional) Party who played a key role in the early 20th-century struggle against French colonial rule.
  • 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_6a0242dc82dc8190a070a4d8532120fc completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a0243ccb4f88190bc184c58e6ed0770 completed May 11, 2026, 9:02 p.m.
NED2 Entity disambiguation (via description) batch_6a024426e28481909fff4f8c021e08f0 completed May 11, 2026, 9:03 p.m.
Created at: April 10, 2026, 5:40 a.m.