Triple
T10400787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ibn Zohr University |
E245139
|
entity |
| Predicate | servesRegion |
P82
|
FINISHED |
| Object | Laâyoune-Sakia El Hamra |
E70237
|
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: Laâyoune-Sakia El Hamra | Statement: [Ibn Zohr University, servesRegion, Laâyoune-Sakia El Hamra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laâyoune-Sakia El Hamra Context triple: [Ibn Zohr University, servesRegion, Laâyoune-Sakia El Hamra]
-
A.
Guelmim
Guelmim is a city in southern Morocco known as a gateway to the Sahara and a regional center for Saharan trade and culture.
-
B.
Laayoune
chosen
Laayoune is the largest city and de facto administrative center of Western Sahara, located in the northwest of the disputed territory near the Atlantic coast.
-
C.
El Jadida
El Jadida is a coastal city in western Morocco known for its historic Portuguese fortifications and status as 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.
Témara
Témara is a coastal city in northwestern Morocco, situated just south of the capital Rabat and known as a growing residential and industrial suburb in the Rabat metropolitan area.
- 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_69d381b5116081908d85227bab6d3c0c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9e2f11c8190b30695cba2975544 |
completed | April 7, 2026, 11:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e215e3c3c88190833c1f56288629a2 |
completed | April 17, 2026, 11:13 a.m. |
Created at: April 6, 2026, 12:07 p.m.