Triple
T1401700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shilha |
E31598
|
entity |
| Predicate | spokenInRegion |
P7445
|
FINISHED |
| Object | southwestern Morocco |
E102223
|
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: southwestern Morocco | Statement: [Shilha, spokenInRegion, southwestern Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southwestern Morocco Context triple: [Shilha, spokenInRegion, southwestern Morocco]
-
A.
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.
-
B.
Southwestern Morocco
chosen
Southwestern Morocco is a mountainous region of Morocco that includes part of the High Atlas range and encompasses North Africa’s highest peak, Toubkal.
-
C.
northern Morocco
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.
-
D.
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.
-
E.
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.
- 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c39da20c8190b9c82cc4ad747c66 |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde3799f881908efb4ee73d412482 |
completed | March 8, 2026, 2:25 a.m. |
Created at: March 1, 2026, 7:59 p.m.