Triple
T14556581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sétif |
E341555
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Ferhat Abbas University of Sétif
Ferhat Abbas University of Sétif is a major public higher education and research institution in Algeria, offering a wide range of academic programs across multiple disciplines.
|
E1106003
|
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: Ferhat Abbas University of Sétif | Statement: [Sétif, hasUniversity, Ferhat Abbas University of Sétif]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ferhat Abbas University of Sétif Context triple: [Sétif, hasUniversity, Ferhat Abbas University of Sétif]
-
A.
Abdelmalek Essaâdi University
Abdelmalek Essaâdi University is a public higher education institution in northern Morocco, known for its multidisciplinary programs and campuses serving the Tétouan and Tangier regions.
-
B.
Badji Mokhtar University
Badji Mokhtar University is a major public higher education and research institution located in Annaba, Algeria.
-
C.
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.
-
D.
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.
-
E.
University of Sfax
The University of Sfax is a major public higher education and research institution located in the coastal city of Sfax in Tunisia.
- 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: Ferhat Abbas University of Sétif Triple: [Sétif, hasUniversity, Ferhat Abbas University of Sétif]
Generated description
Ferhat Abbas University of Sétif is a major public higher education and research institution in Algeria, offering a wide range of academic programs across multiple disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ferhat Abbas University of Sétif Target entity description: Ferhat Abbas University of Sétif is a major public higher education and research institution in Algeria, offering a wide range of academic programs across multiple disciplines.
-
A.
Abdelmalek Essaâdi University
Abdelmalek Essaâdi University is a public higher education institution in northern Morocco, known for its multidisciplinary programs and campuses serving the Tétouan and Tangier regions.
-
B.
Badji Mokhtar University
Badji Mokhtar University is a major public higher education and research institution located in Annaba, Algeria.
-
C.
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.
-
D.
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.
-
E.
University of Sfax
The University of Sfax is a major public higher education and research institution located in the coastal city of Sfax in Tunisia.
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb2f1490881908673f429e5288c86 |
completed | April 14, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8abde0308190819da6867e703ea7 |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8bb3c1188190b158d30e9c962911 |
completed | May 8, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8c6e7d448190835f87e27c998623 |
completed | May 8, 2026, 7:10 a.m. |
Created at: April 10, 2026, 1:23 a.m.