Triple
T17636745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loukkos River |
E430114
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Tangier-Tetouan-Al Hoceima |
—
|
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: Tangier-Tetouan-Al Hoceima | Statement: [Loukkos River, region, Tangier-Tetouan-Al Hoceima]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tangier-Tetouan-Al Hoceima Context triple: [Loukkos River, region, Tangier-Tetouan-Al Hoceima]
-
A.
Tangier-Tetouan-Al Hoceima
chosen
Tangier-Tetouan-Al Hoceima is a northern Moroccan administrative region along the Mediterranean and Atlantic coasts, known for its historic cities like Tangier and Tetouan, Rif mountain landscapes, and significant cultural and economic ties to Europe.
-
B.
Tangier–Kenitra–Rabat–Casablanca
Tangier–Kenitra–Rabat–Casablanca is the main high-speed rail corridor in Morocco linking the northern city of Tangier with the capital Rabat and the economic hub Casablanca via Kenitra.
-
C.
Tétouan
Tétouan is a historic city in northern Morocco near the Mediterranean coast, known for its well-preserved Andalusian-influenced medina, a UNESCO World Heritage Site.
-
D.
Al Hoceima
Al Hoceima is a coastal city in northern Morocco on the Mediterranean, known as a major urban center of the Rif region and an important hub for the Riffian (Amazigh) population.
-
E.
Guelmim
Guelmim is a city in southern Morocco known as a gateway to the Sahara and a regional center for Saharan trade and culture.
- 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_69d889e37f308190a6aa0a69daff86c7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46de1e0888190a3c8bbd451aed2fb |
completed | April 19, 2026, 5:53 a.m. |
Created at: April 10, 2026, 5:52 a.m.