Triple
T20891519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Béni Mellal-Khénifra |
E514417
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Casablanca-Settat region |
—
|
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: Casablanca-Settat region | Statement: [Béni Mellal-Khénifra, borderedBy, Casablanca-Settat region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Casablanca-Settat region Context triple: [Béni Mellal-Khénifra, borderedBy, Casablanca-Settat region]
-
A.
Casablanca-Settat region
chosen
The Casablanca-Settat region is an administrative region in western Morocco that includes the country’s largest city and economic hub, Casablanca, along with surrounding urban and rural areas.
-
B.
Rabat-Salé-Kénitra region
Rabat-Salé-Kénitra is an administrative region in northwestern Morocco that includes the national capital Rabat and serves as a major political and economic hub of the country.
-
C.
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.
-
D.
Marrakesh-Safi region
The Marrakesh-Safi region is an administrative area in central-western Morocco known for encompassing the historic city of Marrakesh and parts of the High Atlas Mountains.
-
E.
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.
- 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_69e0b4f7ebe48190952a85547a0f31a1 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6d05e307081908f1d044e877017ec |
completed | April 21, 2026, 1:18 a.m. |
Created at: April 16, 2026, 12:46 p.m.