Triple
T19721537
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ifrane Province |
E473620
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Al Akhawayn University in Ifrane |
—
|
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: Al Akhawayn University in Ifrane | Statement: [Ifrane Province, hasUniversity, Al Akhawayn University in Ifrane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Al Akhawayn University in Ifrane Context triple: [Ifrane Province, hasUniversity, Al Akhawayn University in Ifrane]
-
A.
Al Akhawayn University in Ifrane
chosen
Al Akhawayn University in Ifrane is an English-language, American-style liberal arts university in Morocco known for its residential campus and international academic programs.
-
B.
Moulay Ismail University
Moulay Ismail University is a public higher education institution in Meknes, Morocco, offering a range of academic programs and research activities across multiple faculties.
-
C.
Mohammed V University
Mohammed V University is a major public university in Rabat, Morocco, known for its wide range of academic programs and role as a leading center of higher education and research in the country.
-
D.
Hassan I University
Hassan I University is a public higher education institution located in Settat, Morocco, offering a range of undergraduate and graduate programs across multiple disciplines.
-
E.
Hassan II University of Casablanca
Hassan II University of Casablanca is a major public higher education and research institution in Morocco, offering a wide range of academic programs across multiple disciplines.
- 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_69d8e516dd048190a0b6c93ea3e71f58 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e649f483c481908c6b3114bf9c5934 |
completed | April 20, 2026, 3:44 p.m. |
Created at: April 10, 2026, 1:46 p.m.