Triple
T6668252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rifian |
E151659
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object | northern Morocco |
E87192
|
NE FINISHED |
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: northern Morocco | Statement: [Rifian, spokenIn, northern Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northern Morocco Context triple: [Rifian, spokenIn, northern Morocco]
-
A.
northern Morocco
chosen
Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
-
B.
southern Morocco
Southern Morocco is a largely arid, sparsely populated region of Morocco characterized by desert landscapes, oases, and the foothills of the Atlas mountain ranges.
-
C.
western Morocco
Western Morocco is a coastal region of Morocco along the Atlantic Ocean that includes major urban and economic centers such as Casablanca.
-
D.
Southwestern Morocco
Southwestern Morocco is a mountainous region of Morocco that includes part of the High Atlas range and encompasses North Africa’s highest peak, Toubkal.
-
E.
central Morocco
Central Morocco is a geographic area in the heart of the country characterized by its mountainous landscapes, high plateaus, and numerous lakes and natural sites.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c687f71fc081909dbd45d6377f6045 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b0c4a8e48190aa3b2e41902d2f86 |
completed | March 27, 2026, 4:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f79cf0e48190a69294f3b13a8372 |
completed | March 27, 2026, 9:33 p.m. |
Created at: March 27, 2026, 2:02 p.m.