Triple
T21382528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Mellal-Khénifra |
E527397
|
entity |
| Predicate | containsProvince |
P11085
|
FINISHED |
| Object | Beni Mellal Province |
—
|
NE NERFINISHED |
How this triple was built (2 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: Beni Mellal Province | Statement: [Beni Mellal-Khénifra, containsProvince, Beni Mellal Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beni Mellal Province Context triple: [Beni Mellal-Khénifra, containsProvince, Beni Mellal Province]
-
A.
Béni Mellal Province
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b51f363c8190944000ab5523b02b |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b0d1fa1c8190b3374e0bb3a971fc |
completed | April 22, 2026, 11:28 a.m. |
Created at: April 16, 2026, 5:12 p.m.