Triple
T22588220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raw |
E564859
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Rabah Nait Oufella
Rabah Nait Oufella is a French actor known for his roles in films such as "Raw" and "The Class."
|
E1544894
|
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: Rabah Nait Oufella | Statement: [Raw, starring, Rabah Nait Oufella]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rabah Nait Oufella Context triple: [Raw, starring, Rabah Nait Oufella]
-
A.
Béchir Ben Yahmed
Béchir Ben Yahmed was a prominent Tunisian journalist and founder of the influential pan-African news magazine Jeune Afrique.
-
B.
Beni Khedache
Beni Khedache is a town and municipality in southeastern Tunisia known for its traditional Berber architecture and proximity to the Matmata mountain region.
-
C.
Mustapha Ben Jafar
Mustapha Ben Jafar is a Tunisian politician and physician best known as a leading figure of the democratic opposition and a key architect of Tunisia’s post-2011 constitutional transition.
-
D.
Mohamed Bey El Mouradi
Mohamed Bey El Mouradi was a 17th-century ruler of Tunis who belonged to the Muradid dynasty and played a key role in the political and military affairs of Ottoman-era Tunisia.
-
E.
Liamine Zéroual
Liamine Zéroual is a former Algerian general and politician who served as President of Algeria during the 1990s civil conflict.
- 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: Rabah Nait Oufella Triple: [Raw, starring, Rabah Nait Oufella]
Generated description
Rabah Nait Oufella is a French actor known for his roles in films such as "Raw" and "The Class."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rabah Nait Oufella Target entity description: Rabah Nait Oufella is a French actor known for his roles in films such as "Raw" and "The Class."
-
A.
Béchir Ben Yahmed
Béchir Ben Yahmed was a prominent Tunisian journalist and founder of the influential pan-African news magazine Jeune Afrique.
-
B.
Beni Khedache
Beni Khedache is a town and municipality in southeastern Tunisia known for its traditional Berber architecture and proximity to the Matmata mountain region.
-
C.
Mustapha Ben Jafar
Mustapha Ben Jafar is a Tunisian politician and physician best known as a leading figure of the democratic opposition and a key architect of Tunisia’s post-2011 constitutional transition.
-
D.
Mohamed Bey El Mouradi
Mohamed Bey El Mouradi was a 17th-century ruler of Tunis who belonged to the Muradid dynasty and played a key role in the political and military affairs of Ottoman-era Tunisia.
-
E.
Liamine Zéroual
Liamine Zéroual is a former Algerian general and politician who served as President of Algeria during the 1990s civil conflict.
- 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_69e245836014819091b91ed3074742a3 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f1615ea5bc8190b7760cd0de9669dd |
completed | April 29, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b3d5a3080819098e696316ae27ec0 |
completed | May 18, 2026, 4:24 p.m. |
| NEDg | Description generation | batch_6a0b423c08dc819084d0acad4e16a380 |
completed | May 18, 2026, 4:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b42fc28fc8190a501a511cfb7c152 |
completed | May 18, 2026, 4:49 p.m. |
Created at: April 17, 2026, 2:47 p.m.