Triple

T16998358
Position Surface form Disambiguated ID Type / Status
Subject Secretary General of the Union for the Mediterranean E412374 entity
Predicate secondHolder P52141 FINISHED
Object 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.
E1245168 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: Youssef Amrani | Statement: [Secretary General of the Union for the Mediterranean, secondHolder, Youssef Amrani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Youssef Amrani
Context triple: [Secretary General of the Union for the Mediterranean, secondHolder, Youssef Amrani]
  • A. Noussair Mazraoui
    Noussair Mazraoui is a Moroccan professional footballer, primarily a right-back, known for his performances in top European leagues and as a regular member of the Morocco national team.
  • B. 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.
  • C. Youssef Kerkour
    Youssef Kerkour is a Moroccan-British actor best known for his acclaimed comedic and dramatic roles in British television series such as "Home."
  • D. 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."
  • E. Karim Kharbouch
    Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
  • 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: Youssef Amrani
Triple: [Secretary General of the Union for the Mediterranean, secondHolder, Youssef Amrani]
Generated description
Youssef Amrani is a Moroccan diplomat who has held several high-level positions in regional and international organizations, particularly focused on Euro-Mediterranean cooperation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Youssef Amrani
Target entity description: Youssef Amrani is a Moroccan diplomat who has held several high-level positions in regional and international organizations, particularly focused on Euro-Mediterranean cooperation.
  • A. Noussair Mazraoui
    Noussair Mazraoui is a Moroccan professional footballer, primarily a right-back, known for his performances in top European leagues and as a regular member of the Morocco national team.
  • B. 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.
  • C. Youssef Kerkour
    Youssef Kerkour is a Moroccan-British actor best known for his acclaimed comedic and dramatic roles in British television series such as "Home."
  • D. 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."
  • E. Karim Kharbouch
    Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d37c16d081908ea5e25c992cb254 completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc18e6988190b42b3d251cf00b98 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d68c8481909111bfab22882bb2 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0118ba68408190b242154c40461f21 completed May 10, 2026, 11:46 p.m.
Created at: April 10, 2026, 5:32 a.m.