Triple
T656652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tunis |
E11662
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E83229
|
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 Tunis | Statement: [Tunis, hasUniversity, University of Tunis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Tunis Context triple: [Tunis, hasUniversity, University of Tunis]
-
A.
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.
-
B.
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.
-
C.
University of Tripoli
The University of Tripoli is a major public higher education institution in Libya’s capital, offering a wide range of academic programs and serving as one of the country’s leading universities.
-
D.
University of Benghazi
The University of Benghazi is a major public higher education and research institution located in Benghazi, Libya.
-
E.
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.
- 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 Tunis Triple: [Tunis, hasUniversity, University of Tunis]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Tunis Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
University of Tripoli
The University of Tripoli is a major public higher education institution in Libya’s capital, offering a wide range of academic programs and serving as one of the country’s leading universities.
-
D.
University of Benghazi
The University of Benghazi is a major public higher education and research institution located in Benghazi, Libya.
-
E.
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.
- 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_69a4932862a0819098be659c814e4981 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49f4e87408190b5276d2b913d0426 |
completed | March 1, 2026, 8:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c3925a14819093336c4217c7e893 |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c423047c8190acab387bd28ffa35 |
completed | March 2, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5cd1dd7848190a987276500040a4f |
completed | March 2, 2026, 5:47 p.m. |
Created at: March 1, 2026, 7:36 p.m.