Triple
T20891494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Béni Mellal-Khénifra |
E514417
|
entity |
| Predicate | containsProvince |
P11085
|
FINISHED |
| Object |
Béni Mellal Province
Béni Mellal Province is an administrative subdivision in central Morocco known for its agricultural plains, nearby Atlas Mountains, and the regional capital city of Béni Mellal.
|
E1529656
|
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: Béni Mellal Province | Statement: [Béni Mellal-Khénifra, containsProvince, Béni Mellal Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Béni Mellal Province Context triple: [Béni Mellal-Khénifra, containsProvince, Béni Mellal Province]
-
A.
Khouribga Province
Khouribga Province is an administrative division in central Morocco known for its significant phosphate mining industry and role in the country’s mineral economy.
-
B.
Béni Mellal-Khénifra region
Béni Mellal-Khénifra is an administrative region in central Morocco known for its mountainous landscapes, agricultural activity, and mix of urban centers and rural communities.
-
C.
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.
-
D.
El Jadida Province
El Jadida Province is an administrative division on Morocco’s Atlantic coast, known for its historic port city of El Jadida and its agricultural hinterland.
-
E.
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.
- 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: Béni Mellal Province Triple: [Béni Mellal-Khénifra, containsProvince, Béni Mellal Province]
Generated description
Béni Mellal Province is an administrative subdivision in central Morocco known for its agricultural plains, nearby Atlas Mountains, and the regional capital city of Béni Mellal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Béni Mellal Province Target entity description: Béni Mellal Province is an administrative subdivision in central Morocco known for its agricultural plains, nearby Atlas Mountains, and the regional capital city of Béni Mellal.
-
A.
Khouribga Province
Khouribga Province is an administrative division in central Morocco known for its significant phosphate mining industry and role in the country’s mineral economy.
-
B.
Béni Mellal-Khénifra region
Béni Mellal-Khénifra is an administrative region in central Morocco known for its mountainous landscapes, agricultural activity, and mix of urban centers and rural communities.
-
C.
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.
-
D.
El Jadida Province
El Jadida Province is an administrative division on Morocco’s Atlantic coast, known for its historic port city of El Jadida and its agricultural hinterland.
-
E.
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.
- 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_69e0b4f7ebe48190952a85547a0f31a1 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6d05e307081908f1d044e877017ec |
completed | April 21, 2026, 1:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0acc773908819084b8d3ef0479e796 |
completed | May 18, 2026, 8:23 a.m. |
| NEDg | Description generation | batch_6a0ace6ec8148190b1f7ee9fb92ff258 |
completed | May 18, 2026, 8:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0acee5344481909a5813dca11c4500 |
completed | May 18, 2026, 8:33 a.m. |
Created at: April 16, 2026, 12:46 p.m.