Triple
T2161122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agadir |
E46802
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Ibn Zohr University
Ibn Zohr University is a public higher education institution in Agadir, Morocco, known for serving the southern regions of the country with a wide range of academic programs and research activities.
|
E245139
|
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: Ibn Zohr University | Statement: [Agadir, hasUniversity, Ibn Zohr University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ibn Zohr University Context triple: [Agadir, hasUniversity, Ibn Zohr University]
-
A.
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.
-
B.
Al-Mustansiriya University
Al-Mustansiriya University is one of Iraq’s oldest and most prominent public universities, renowned for its historical roots dating back to a medieval Islamic learning institution and its wide range of academic programs.
-
C.
Al-Qarawiyyin University
Al-Qarawiyyin University is a historic center of Islamic learning in Fez, Morocco, often regarded as one of the oldest continuously operating universities in the world.
-
D.
Badji Mokhtar University
Badji Mokhtar University is a major public higher education and research institution located in Annaba, Algeria.
-
E.
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.
- 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: Ibn Zohr University Triple: [Agadir, hasUniversity, Ibn Zohr University]
Generated description
Ibn Zohr University is a public higher education institution in Agadir, Morocco, known for serving the southern regions of the country with a wide range of academic programs and research activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ibn Zohr University Target entity description: Ibn Zohr University is a public higher education institution in Agadir, Morocco, known for serving the southern regions of the country with a wide range of academic programs and research activities.
-
A.
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.
-
B.
Al-Mustansiriya University
Al-Mustansiriya University is one of Iraq’s oldest and most prominent public universities, renowned for its historical roots dating back to a medieval Islamic learning institution and its wide range of academic programs.
-
C.
Al-Qarawiyyin University
Al-Qarawiyyin University is a historic center of Islamic learning in Fez, Morocco, often regarded as one of the oldest continuously operating universities in the world.
-
D.
Badji Mokhtar University
Badji Mokhtar University is a major public higher education and research institution located in Annaba, Algeria.
-
E.
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.
- 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_69a88a184cbc8190877791f6552c2484 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe89e6ac8190b4b4bc0be4fe7aa9 |
completed | March 7, 2026, 5:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6538c750819093d2e3f8e5f66a63 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae6656f7788190818179d923b11bba |
completed | March 9, 2026, 6:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae66cc3ac0819096e3f246b10e7761 |
completed | March 9, 2026, 6:21 a.m. |
Created at: March 4, 2026, 7:45 p.m.