Triple
T19932253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aït Benhaddou |
E479083
|
entity |
| Predicate | locatedInProvince |
P40
|
FINISHED |
| Object |
Ouarzazate Province
Ouarzazate Province is a region in central-southern Morocco known for its desert landscapes, historic kasbahs, and role as a major hub for film and television production.
|
E110249
|
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 Province | Statement: [Aït Benhaddou, locatedInProvince, Ouarzazate Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ouarzazate Province Context triple: [Aït Benhaddou, locatedInProvince, Ouarzazate Province]
-
A.
Tiznit Province
Tiznit Province is an administrative division in southern Morocco known for its historic walled city of Tiznit and its traditional silver jewelry craftsmanship.
-
B.
Ouarzazate region
The Ouarzazate region is a semi-arid area in south-central Morocco known as a gateway to the Sahara Desert and a hub for film production and solar energy projects.
-
C.
Chtouka Aït Baha Province
Chtouka Aït Baha Province is an administrative province in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
-
D.
Guelmim Province
Guelmim Province is an administrative division in southern Morocco, known as a gateway to the Sahara and part of the Guelmim-Oued Noun region.
-
E.
Taourirt Province
Taourirt Province is an administrative division in northeastern Morocco known for its strategic location as a transport hub within the Oriental Region.
- 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 Province Triple: [Aït Benhaddou, locatedInProvince, Ouarzazate Province]
Generated description
Ouarzazate Province is a region in central-southern Morocco known for its desert landscapes, historic kasbahs, and role as a major hub for film and television production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ouarzazate Province Target entity description: Ouarzazate Province is a region in central-southern Morocco known for its desert landscapes, historic kasbahs, and role as a major hub for film and television production.
-
A.
Tiznit Province
Tiznit Province is an administrative division in southern Morocco known for its historic walled city of Tiznit and its traditional silver jewelry craftsmanship.
-
B.
Ouarzazate region
chosen
The Ouarzazate region is a semi-arid area in south-central Morocco known as a gateway to the Sahara Desert and a hub for film production and solar energy projects.
-
C.
Chtouka Aït Baha Province
Chtouka Aït Baha Province is an administrative province in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
-
D.
Guelmim Province
Guelmim Province is an administrative division in southern Morocco, known as a gateway to the Sahara and part of the Guelmim-Oued Noun region.
-
E.
Taourirt Province
Taourirt Province is an administrative division in northeastern Morocco known for its strategic location as a transport hub within the Oriental Region.
- F. None of above.
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_69d8e521855c8190b41871700afc8d6a |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65a14a2348190b41f8e320fe661d6 |
completed | April 20, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0997e52054819097d655afc80e0f25 |
completed | May 17, 2026, 10:26 a.m. |
| NEDg | Description generation | batch_6a09985dda0c81908af1da35cf21a49a |
completed | May 17, 2026, 10:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0998daab50819084301af9f93bc9dc |
completed | May 17, 2026, 10:30 a.m. |
Created at: April 10, 2026, 1:53 p.m.