Triple
T16830948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sidi Mohamed Ben Abdellah University |
E409145
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
National School of Commerce and Management of Fez
The National School of Commerce and Management of Fez is a Moroccan higher education institution specializing in business, management, and commerce studies.
|
E1240358
|
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 Commerce and Management of Fez | Statement: [Sidi Mohamed Ben Abdellah University, hasSchool, National School of Commerce and Management of Fez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National School of Commerce and Management of Fez Context triple: [Sidi Mohamed Ben Abdellah University, hasSchool, National School of Commerce and Management of Fez]
-
A.
National School of Applied Sciences of Fez
The National School of Applied Sciences of Fez is an engineering school in Fez, Morocco, offering specialized training in applied sciences and technology.
-
B.
National School of Commerce and Management of Agadir
The National School of Commerce and Management of Agadir is a Moroccan higher education institution specializing in business, management, and commerce studies.
-
C.
National School of Applied Sciences of Agadir
The National School of Applied Sciences of Agadir is an engineering school in Agadir, Morocco, offering specialized training in applied sciences and technology as part of the national ENSA network.
-
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.
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. 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 Commerce and Management of Fez Triple: [Sidi Mohamed Ben Abdellah University, hasSchool, National School of Commerce and Management of Fez]
Generated description
The National School of Commerce and Management of Fez is a Moroccan higher education institution specializing in business, management, and commerce studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National School of Commerce and Management of Fez Target entity description: The National School of Commerce and Management of Fez is a Moroccan higher education institution specializing in business, management, and commerce studies.
-
A.
National School of Applied Sciences of Fez
The National School of Applied Sciences of Fez is an engineering school in Fez, Morocco, offering specialized training in applied sciences and technology.
-
B.
National School of Commerce and Management of Agadir
The National School of Commerce and Management of Agadir is a Moroccan higher education institution specializing in business, management, and commerce studies.
-
C.
National School of Applied Sciences of Agadir
The National School of Applied Sciences of Agadir is an engineering school in Agadir, Morocco, offering specialized training in applied sciences and technology as part of the national ENSA network.
-
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.
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. chosen
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_69d883952b048190887740a980b712ed |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b317af8c8190a09cb6d60d28e342 |
completed | April 18, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c79cdf9c8190aa20d536ca17ab81 |
completed | May 10, 2026, 5:59 p.m. |
| NEDg | Description generation | batch_6a00ca95ebb4819091bbfe3ccc267f9a |
completed | May 10, 2026, 6:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00cb02c8bc8190a60da76bea8dabe5 |
completed | May 10, 2026, 6:14 p.m. |
Created at: April 10, 2026, 5:23 a.m.