Triple

T16830949

Position	Surface form	Disambiguated ID	Type / Status
Subject	Sidi Mohamed Ben Abdellah University	`E409145`	entity
Predicate	hasInstitute	`P186`	FINISHED
Object	University School of Technology of Fez The University School of Technology of Fez is a higher education institution in Fez, Morocco, specializing in technological and professional training as part of Sidi Mohamed Ben Abdellah University.	`E1241874`	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: University School of Technology of Fez | Statement: [Sidi Mohamed Ben Abdellah University, hasInstitute, University School of Technology of Fez]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: University School of Technology of Fez
Context triple: [Sidi Mohamed Ben Abdellah University, hasInstitute, University School of Technology 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. Higher School of Technology of Khénifra
The Higher School of Technology of Khénifra is a Moroccan public higher education institution specializing in technological and professional training, operating as part of Moulay Ismail University.
C. 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.
D. Higher School of Technology of Agadir
The Higher School of Technology of Agadir is a Moroccan public institute of higher education specializing in technical and professional training, and is part of Ibn Zohr University.
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: University School of Technology of Fez
Triple: [Sidi Mohamed Ben Abdellah University, hasInstitute, University School of Technology of Fez]

Generated description

The University School of Technology of Fez is a higher education institution in Fez, Morocco, specializing in technological and professional training as part of Sidi Mohamed Ben Abdellah University.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: University School of Technology of Fez
Target entity description: The University School of Technology of Fez is a higher education institution in Fez, Morocco, specializing in technological and professional training as part of Sidi Mohamed Ben Abdellah University.

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. Higher School of Technology of Khénifra
The Higher School of Technology of Khénifra is a Moroccan public higher education institution specializing in technological and professional training, operating as part of Moulay Ismail University.
C. 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.
D. Higher School of Technology of Agadir
The Higher School of Technology of Agadir is a Moroccan public institute of higher education specializing in technical and professional training, and is part of Ibn Zohr University.
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_6a00cfc366bc819084406ee88ddffe44`	completed	May 10, 2026, 6:34 p.m.
NEDg	Description generation	`batch_6a00d13182d081909feca1045c596bae`	completed	May 10, 2026, 6:40 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00d1ad6b7081908be76d70ad9e2075`	completed	May 10, 2026, 6:42 p.m.

Created at: April 10, 2026, 5:23 a.m.