Triple
T18635354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libérat Mfumukeko |
E455531
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Hautes Études de Management (HEM) Morocco |
—
|
NE NERFINISHED |
How this triple was built (3 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: Hautes Études de Management (HEM) Morocco | Statement: [Libérat Mfumukeko, educatedAt, Hautes Études de Management (HEM) Morocco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hautes Études de Management (HEM) Morocco Context triple: [Libérat Mfumukeko, educatedAt, Hautes Études de Management (HEM) Morocco]
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
Mohammed VI Polytechnic University
Mohammed VI Polytechnic University is a Moroccan research-focused institution of higher education specializing in science, technology, and innovation, particularly in fields related to sustainable development and industrial engineering.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hautes Études de Management (HEM) Morocco Target entity description: Hautes Études de Management (HEM) Morocco is a prominent Moroccan business school offering higher education programs in management and related fields.
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
Mohammed VI Polytechnic University
Mohammed VI Polytechnic University is a Moroccan research-focused institution of higher education specializing in science, technology, and innovation, particularly in fields related to sustainable development and industrial engineering.
- F. None of above. chosen
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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54fc80b308190932303231524d372 |
completed | April 19, 2026, 9:57 p.m. |
Created at: April 10, 2026, 11:46 a.m.