Triple
T17038902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moncef |
E413390
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Moncef Slaoui
Moncef Slaoui is a Moroccan-born Belgian-American immunologist and former pharmaceutical executive best known for leading Operation Warp Speed, the U.S. government’s COVID-19 vaccine development initiative.
|
E1245865
|
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: Moncef Slaoui | Statement: [Moncef, hasNotableBearer, Moncef Slaoui]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Moncef Slaoui Context triple: [Moncef, hasNotableBearer, Moncef Slaoui]
-
A.
Laurent El Ghaoui
Laurent El Ghaoui is a researcher and professor known for his contributions to optimization, control theory, and robust optimization in engineering and applied mathematics.
-
B.
Mohamed Altrad
Mohamed Altrad is a Syrian-born French billionaire businessman and philanthropist, best known as the founder of the Altrad Group and a prominent figure in French rugby and sports sponsorship.
-
C.
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.
-
D.
Elias A. Zerhouni
Elias A. Zerhouni is an Algerian-born American radiologist and academic who served as Director of the U.S. National Institutes of Health and became known for major research and policy initiatives in biomedical science.
-
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: Moncef Slaoui Triple: [Moncef, hasNotableBearer, Moncef Slaoui]
Generated description
Moncef Slaoui is a Moroccan-born Belgian-American immunologist and former pharmaceutical executive best known for leading Operation Warp Speed, the U.S. government’s COVID-19 vaccine development initiative.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Moncef Slaoui Target entity description: Moncef Slaoui is a Moroccan-born Belgian-American immunologist and former pharmaceutical executive best known for leading Operation Warp Speed, the U.S. government’s COVID-19 vaccine development initiative.
-
A.
Laurent El Ghaoui
Laurent El Ghaoui is a researcher and professor known for his contributions to optimization, control theory, and robust optimization in engineering and applied mathematics.
-
B.
Mohamed Altrad
Mohamed Altrad is a Syrian-born French billionaire businessman and philanthropist, best known as the founder of the Altrad Group and a prominent figure in French rugby and sports sponsorship.
-
C.
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.
-
D.
Elias A. Zerhouni
Elias A. Zerhouni is an Algerian-born American radiologist and academic who served as Director of the U.S. National Institutes of Health and became known for major research and policy initiatives in biomedical science.
-
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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d8f45f84819092cfb27cc33da026 |
completed | April 18, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b5ceb048190a7f6cf2361360f90 |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011c13076c8190970abfb0e2d3a13c |
completed | May 11, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_6a011c8afb608190b51c7a4c9ccaa0a5 |
completed | May 11, 2026, 12:02 a.m. |
Created at: April 10, 2026, 5:33 a.m.