Triple
T907234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oran |
E19574
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Oran 2 Mohamed Ben Ahmed
University of Oran 2 Mohamed Ben Ahmed is a public higher education institution in Oran, Algeria, offering a range of undergraduate and postgraduate programs across multiple disciplines.
|
E107869
|
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 of Oran 2 Mohamed Ben Ahmed | Statement: [Oran, hasUniversity, University of Oran 2 Mohamed Ben Ahmed]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Oran 2 Mohamed Ben Ahmed Context triple: [Oran, hasUniversity, University of Oran 2 Mohamed Ben Ahmed]
-
A.
University of Oran 1 Ahmed Ben Bella
The University of Oran 1 Ahmed Ben Bella is a major public higher education and research institution located in the coastal city of Oran, Algeria.
-
B.
University of Algiers
The University of Algiers is a major public research university in Algeria’s capital, known as one of the oldest and most prominent higher education institutions in North Africa.
-
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.
University of Tunis
The University of Tunis is a major public higher education and research institution located in Tunisia’s capital city, offering a wide range of academic 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. 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 of Oran 2 Mohamed Ben Ahmed Triple: [Oran, hasUniversity, University of Oran 2 Mohamed Ben Ahmed]
Generated description
University of Oran 2 Mohamed Ben Ahmed is a public higher education institution in Oran, Algeria, offering a range of undergraduate and postgraduate programs across multiple disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Oran 2 Mohamed Ben Ahmed Target entity description: University of Oran 2 Mohamed Ben Ahmed is a public higher education institution in Oran, Algeria, offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
A.
University of Oran 1 Ahmed Ben Bella
The University of Oran 1 Ahmed Ben Bella is a major public higher education and research institution located in the coastal city of Oran, Algeria.
-
B.
University of Algiers
The University of Algiers is a major public research university in Algeria’s capital, known as one of the oldest and most prominent higher education institutions in North Africa.
-
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.
University of Tunis
The University of Tunis is a major public higher education and research institution located in Tunisia’s capital city, offering a wide range of academic 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. 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_69a4939e889c8190ac148b3ac1a7f90b |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b2cdc1788190a704809404f49986 |
completed | March 1, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7cf5c4acc8190a0f72ca30f187ed1 |
completed | March 4, 2026, 6:21 a.m. |
| NEDg | Description generation | batch_69a7d01af3d48190a0236affa6751a0a |
completed | March 4, 2026, 6:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7d079234881908826bf24f3c2900a |
completed | March 4, 2026, 6:26 a.m. |
Created at: March 1, 2026, 7:39 p.m.