Triple
T16594383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mozabite Berber |
E403169
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object | M’zab region |
E1223051
|
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: M’zab region | Statement: [Mozabite Berber, spokenIn, M’zab region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M’zab region Context triple: [Mozabite Berber, spokenIn, M’zab region]
-
A.
M’zab
chosen
M’zab is a historic Berber oasis region in the northern Sahara of Algeria, renowned for its fortified towns, distinctive Ibadi Muslim culture, and UNESCO-listed vernacular architecture.
-
B.
M’zab region of Algeria
The M’zab region of Algeria is a historic Saharan oasis area known for its fortified Ibadi towns, distinctive vernacular architecture, and preservation of a unique Berber-Islamic cultural heritage.
-
C.
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.
-
D.
Tanezrouft region
The Tanezrouft region is an extremely arid, sparsely inhabited desert area in the central Sahara, known as one of the hottest and driest places on Earth.
-
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_69d883880d0c81908b5fcd454e767b60 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35d70ad008190bba0901bf3c7089f |
completed | April 18, 2026, 10:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a012ec5c99c819082f154267c246e92 |
completed | May 11, 2026, 1:20 a.m. |
Created at: April 10, 2026, 5:16 a.m.