Triple
T20347753
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | And Now… Ladies and Gentlemen |
E495916
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
Salim Kechiouche
Salim Kechiouche is a French actor known for his roles in independent and art-house films, often collaborating with director François Ozon.
|
E1424804
|
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: Salim Kechiouche | Statement: [And Now… Ladies and Gentlemen, castMember, Salim Kechiouche]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Salim Kechiouche Context triple: [And Now… Ladies and Gentlemen, castMember, Salim Kechiouche]
-
A.
Ahmed Ounaies
Ahmed Ounaies is a Tunisian politician and diplomat who briefly served as Tunisia’s Minister of Foreign Affairs following the 2011 revolution.
-
B.
Ahmed Hachani
Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
-
C.
Mohamed Charfi
Mohamed Charfi was a prominent Tunisian jurist, academic, and reformist Minister of Education known for his advocacy of secularism, human rights, and educational modernization.
-
D.
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.
-
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: Salim Kechiouche Triple: [And Now… Ladies and Gentlemen, castMember, Salim Kechiouche]
Generated description
Salim Kechiouche is a French actor known for his roles in independent and art-house films, often collaborating with director François Ozon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Salim Kechiouche Target entity description: Salim Kechiouche is a French actor known for his roles in independent and art-house films, often collaborating with director François Ozon.
-
A.
Ahmed Ounaies
Ahmed Ounaies is a Tunisian politician and diplomat who briefly served as Tunisia’s Minister of Foreign Affairs following the 2011 revolution.
-
B.
Ahmed Hachani
Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
-
C.
Mohamed Charfi
Mohamed Charfi was a prominent Tunisian jurist, academic, and reformist Minister of Education known for his advocacy of secularism, human rights, and educational modernization.
-
D.
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.
-
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_69e0b4a3320881909495ae8bc30bc2dc |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67839e7b48190876ce7133a20c65b |
completed | April 20, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08696353608190adf7492e6c5377f9 |
completed | May 16, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0869b998108190a5c6652c2f5f2f5d |
completed | May 16, 2026, 12:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a086a6ad6c88190be1770758d2e1bbf |
completed | May 16, 2026, 1 p.m. |
Created at: April 16, 2026, 11:24 a.m.