Triple
T11049764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maniac (2012 film) |
E261214
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
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."
|
E904964
|
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: Franck Khalfoun | Statement: [Maniac (2012 film), director, Franck Khalfoun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franck Khalfoun Context triple: [Maniac (2012 film), director, Franck Khalfoun]
-
A.
Karim Kharbouch
Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
-
B.
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.
-
C.
Etienne Saqr
Etienne Saqr was a Lebanese far-right militia leader and founder of the Guardians of the Cedars, known for his prominent role in the Lebanese Civil War.
-
D.
Mohamed Ennaceur
Mohamed Ennaceur is a Tunisian politician who served as interim President of Tunisia in 2019 following the death of President Beji Caid Essebsi.
-
E.
Mohamed Ridouani
Mohamed Ridouani is a Belgian politician who serves as the mayor of the city of Leuven.
- 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: Franck Khalfoun Triple: [Maniac (2012 film), director, Franck Khalfoun]
Generated description
Franck Khalfoun is a French-American filmmaker and actor best known for directing horror and thriller films such as the 2012 remake of "Maniac."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franck Khalfoun Target entity description: Franck Khalfoun is a French-American filmmaker and actor best known for directing horror and thriller films such as the 2012 remake of "Maniac."
-
A.
Karim Kharbouch
Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
-
B.
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.
-
C.
Etienne Saqr
Etienne Saqr was a Lebanese far-right militia leader and founder of the Guardians of the Cedars, known for his prominent role in the Lebanese Civil War.
-
D.
Mohamed Ennaceur
Mohamed Ennaceur is a Tunisian politician who served as interim President of Tunisia in 2019 following the death of President Beji Caid Essebsi.
-
E.
Mohamed Ridouani
Mohamed Ridouani is a Belgian politician who serves as the mayor of the city of Leuven.
- 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79868c78881908c8e3672c05ae7ec |
completed | April 9, 2026, 12:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e74e1dc881908afc01b328cda843 |
completed | April 18, 2026, 8:19 p.m. |
| NEDg | Description generation | batch_69e3f01f9d048190b553184f0f6ce29c |
completed | April 18, 2026, 8:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f3fef9308190b0354ed436c32e4c |
completed | April 18, 2026, 9:13 p.m. |
Created at: April 8, 2026, 9:26 p.m.