Triple
T7405176
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shawiya language |
E170851
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Biskra Province |
E233299
|
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: Biskra Province | Statement: [Shawiya language, region, Biskra Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biskra Province Context triple: [Shawiya language, region, Biskra Province]
-
A.
Biskra Province
chosen
Biskra Province is an administrative region in northeastern Algeria known for its Saharan landscapes, date palm oases, and role as a gateway between the Atlas Mountains and the desert.
-
B.
Tébessa Province
Tébessa Province is an eastern Algerian province bordering Tunisia, known for its significant Shawiya Berber population and rich Roman-era archaeological sites.
-
C.
Guelma Province
Guelma Province is an administrative region in northeastern Algeria known for its agricultural lands, Roman archaeological sites, and proximity to the city of Constantine.
-
D.
Béjaïa Province
Béjaïa Province is a coastal region in northern Algeria known for its predominantly Kabyle (Amazigh) population, mountainous landscapes, and important port city of Béjaïa.
-
E.
Nouaceur Province
Nouaceur Province is an administrative division in the Casablanca-Settat region of Morocco that includes the area served by Mohammed V International Airport.
- 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_69c68a6010108190925e5284de022660 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f271f1d481909a46d50b13b51a62 |
completed | March 27, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7adaf3c819095214864b91316f6 |
completed | March 29, 2026, 6:33 a.m. |
Created at: March 27, 2026, 3:10 p.m.