Triple
T9877185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moulay Ismail University |
E240100
|
entity |
| Predicate | hasAcademicUnit |
P1488
|
FINISHED |
| Object |
National School of Applied Sciences of Meknes
The National School of Applied Sciences of Meknes is an engineering school in Meknes, Morocco, offering specialized training in applied sciences and technology.
|
E240100
|
NE FINISHED |
How this triple was built (4 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: National School of Applied Sciences of Meknes | Statement: [Moulay Ismail University, hasAcademicUnit, National School of Applied Sciences of Meknes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National School of Applied Sciences of Meknes Context triple: [Moulay Ismail University, hasAcademicUnit, National School of Applied Sciences of Meknes]
-
A.
Badji Mokhtar University
Badji Mokhtar University is a major public higher education and research institution located in Annaba, Algeria.
-
B.
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.
-
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.
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.
-
E.
Sultan Moulay Slimane University
Sultan Moulay Slimane University is a public higher education institution in Beni Mellal, Morocco, offering a range of academic and research programs across multiple disciplines.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: National School of Applied Sciences of Meknes Triple: [Moulay Ismail University, hasAcademicUnit, National School of Applied Sciences of Meknes]
Generated description
The National School of Applied Sciences of Meknes is an engineering school in Meknes, Morocco, offering specialized training in applied sciences and technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National School of Applied Sciences of Meknes Target entity description: The National School of Applied Sciences of Meknes is an engineering school in Meknes, Morocco, offering specialized training in applied sciences and technology.
-
A.
Badji Mokhtar University
Badji Mokhtar University is a major public higher education and research institution located in Annaba, Algeria.
-
B.
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.
-
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.
Moulay Ismail University
chosen
Moulay Ismail University is a public higher education institution in Meknes, Morocco, offering a range of academic programs and research activities across multiple faculties.
-
E.
Sultan Moulay Slimane University
Sultan Moulay Slimane University is a public higher education institution in Beni Mellal, Morocco, offering a range of academic and research programs across multiple disciplines.
- F. None of above.
Provenance (5 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_69ca84e8a0788190b9061811d50fd554 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb411fc78819082c52ae4233a6550 |
completed | April 2, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1e47b62388190a033743376500375 |
completed | April 5, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69d1e5d0da7081908e14fe4bc6623ea5 |
completed | April 5, 2026, 4:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1e6af89f88190abe63f8172182f58 |
completed | April 5, 2026, 4:35 a.m. |
Created at: March 30, 2026, 8:37 p.m.