Triple
T4983990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Drâa-Tafilalet |
E111955
|
entity |
| Predicate | containsTouristSite |
P5121
|
FINISHED |
| Object |
Ouarzazate film studios
Ouarzazate film studios are major film production complexes in Morocco, renowned as a popular shooting location for international movies and television series, often dubbed the "Hollywood of the Desert."
|
E484167
|
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: Ouarzazate film studios | Statement: [Drâa-Tafilalet, containsTouristSite, Ouarzazate film studios]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ouarzazate film studios Context triple: [Drâa-Tafilalet, containsTouristSite, Ouarzazate film studios]
-
A.
Tinghir
Tinghir is a town in southeastern Morocco known for its palm oasis and proximity to the dramatic Todra Gorge in the Atlas Mountains.
-
B.
Cité El Khadra
Cité El Khadra is a residential and administrative neighborhood in the city of Tunis, Tunisia.
-
C.
Ghar El Melh
Ghar El Melh is a historic coastal town in northern Tunisia known for its picturesque lagoon, Ottoman-era fortifications, and traditional fishing culture.
-
D.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
-
E.
Jemaa el-Fnaa
Jemaa el-Fnaa is the bustling main square and marketplace in Marrakesh, Morocco, famous for its street performers, food stalls, and vibrant traditional culture.
- 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: Ouarzazate film studios Triple: [Drâa-Tafilalet, containsTouristSite, Ouarzazate film studios]
Generated description
Ouarzazate film studios are major film production complexes in Morocco, renowned as a popular shooting location for international movies and television series, often dubbed the "Hollywood of the Desert."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ouarzazate film studios Target entity description: Ouarzazate film studios are major film production complexes in Morocco, renowned as a popular shooting location for international movies and television series, often dubbed the "Hollywood of the Desert."
-
A.
Tinghir
Tinghir is a town in southeastern Morocco known for its palm oasis and proximity to the dramatic Todra Gorge in the Atlas Mountains.
-
B.
Cité El Khadra
Cité El Khadra is a residential and administrative neighborhood in the city of Tunis, Tunisia.
-
C.
Ghar El Melh
Ghar El Melh is a historic coastal town in northern Tunisia known for its picturesque lagoon, Ottoman-era fortifications, and traditional fishing culture.
-
D.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
-
E.
Jemaa el-Fnaa
Jemaa el-Fnaa is the bustling main square and marketplace in Marrakesh, Morocco, famous for its street performers, food stalls, and vibrant traditional culture.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd77c9fc7c8190b165a5cfd5889ba8 |
completed | March 20, 2026, 4:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a1891c48190b85bec5e97f75e44 |
completed | March 21, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69be8afcf5f0819094fd6351a8f377cc |
completed | March 21, 2026, 12:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b80af18819091efdfe242b7b477 |
completed | March 21, 2026, 12:13 p.m. |
Created at: March 20, 2026, 1:33 p.m.