Triple

T17262812
Position Surface form Disambiguated ID Type / Status
Subject Sadiki College E419047 entity
Predicate hasAlumnus P51 FINISHED
Object Ali Douagi
Ali Douagi was a pioneering 20th-century Tunisian writer and leading figure of the literary and artistic group Taht Essour, known for his short stories, plays, and contributions to modern Arabic literature.
E1283182 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: Ali Douagi | Statement: [Sadiki College, hasAlumnus, Ali Douagi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ali Douagi
Context triple: [Sadiki College, hasAlumnus, Ali Douagi]
  • A. Franck Khalfoun
    Franck Khalfoun is a French-American filmmaker and actor best known for directing horror and thriller films such as the 2012 remake of "Maniac."
  • B. Youssef Amrani
    Youssef Amrani is a Moroccan diplomat who has held several high-level positions in regional and international organizations, particularly focused on Euro-Mediterranean cooperation.
  • C. 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.
  • D. Tarak Ben Ammar
    Tarak Ben Ammar is a Tunisian-French film producer and media mogul known for financing and producing numerous international films and working closely with major Hollywood studios and European cinema.
  • E. Ali Laarayedh
    Ali Laarayedh is a Tunisian politician and former prime minister who played a key role in the country’s post-Arab Spring transitional government.
  • 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: Ali Douagi
Triple: [Sadiki College, hasAlumnus, Ali Douagi]
Generated description
Ali Douagi was a pioneering 20th-century Tunisian writer and leading figure of the literary and artistic group Taht Essour, known for his short stories, plays, and contributions to modern Arabic literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ali Douagi
Target entity description: Ali Douagi was a pioneering 20th-century Tunisian writer and leading figure of the literary and artistic group Taht Essour, known for his short stories, plays, and contributions to modern Arabic literature.
  • A. Franck Khalfoun
    Franck Khalfoun is a French-American filmmaker and actor best known for directing horror and thriller films such as the 2012 remake of "Maniac."
  • B. Youssef Amrani
    Youssef Amrani is a Moroccan diplomat who has held several high-level positions in regional and international organizations, particularly focused on Euro-Mediterranean cooperation.
  • C. 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.
  • D. Tarak Ben Ammar
    Tarak Ben Ammar is a Tunisian-French film producer and media mogul known for financing and producing numerous international films and working closely with major Hollywood studios and European cinema.
  • E. Ali Laarayedh
    Ali Laarayedh is a Tunisian politician and former prime minister who played a key role in the country’s post-Arab Spring transitional government.
  • 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_6a02230dd4a4819086abd8ef3859fe15 completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a022c7dc2d48190b0e49b796196d7f4 completed May 11, 2026, 7:22 p.m.
NED2 Entity disambiguation (via description) batch_6a022cce8cfc8190a68a976b4611b234 completed May 11, 2026, 7:23 p.m.
Created at: April 10, 2026, 5:40 a.m.