Triple
T5178226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azrou |
E116852
|
entity |
| Predicate | hasNearbyTown |
P3883
|
FINISHED |
| Object | Ifrane |
E115703
|
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: Ifrane | Statement: [Azrou, hasNearbyTown, Ifrane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ifrane Context triple: [Azrou, hasNearbyTown, Ifrane]
-
A.
Ifrane
chosen
Ifrane is a Moroccan mountain town in the Middle Atlas known for its alpine-style architecture, cool climate, and reputation as one of the country’s cleanest and most picturesque cities.
-
B.
Ifrane Province
Ifrane Province is an administrative division in Morocco’s Middle Atlas region, known for its mountainous landscapes, cedar forests, and lakes.
-
C.
Guellala
Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics and cultural heritage.
-
D.
Sidi Kacem
Sidi Kacem is a town in northwestern Morocco known as an agricultural and transport hub within the Rabat-Salé-Kénitra region.
-
E.
Taounate
Taounate is a prominent city in northern Morocco known as an administrative and commercial center for the surrounding rural and mountainous region.
- 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_69bd446140f08190becb93c61158f27f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7976339481909ece900de22064f2 |
completed | March 20, 2026, 4:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10c17a648190b8ca7b85cfbfb9e4 |
completed | March 21, 2026, 9:42 p.m. |
Created at: March 20, 2026, 1:45 p.m.