Triple
T611514
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tripoli |
E12108
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E76703
|
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 Tripoli | Statement: [Tripoli, hasUniversity, University of Tripoli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Tripoli Context triple: [Tripoli, hasUniversity, University of Tripoli]
-
A.
University of Benghazi
The University of Benghazi is a major public higher education and research institution located in Benghazi, Libya.
-
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.
Cairo University
Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
-
E.
Somali National University
Somali National University is the principal public higher education institution of Somalia, historically serving as the country’s flagship university and academic center in Mogadishu.
- 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 Tripoli Triple: [Tripoli, hasUniversity, University of Tripoli]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Tripoli Target entity description: 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.
-
A.
University of Benghazi
The University of Benghazi is a major public higher education and research institution located in Benghazi, Libya.
-
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.
Cairo University
Cairo University is a leading public research university in Giza, Egypt, renowned as one of the country’s oldest and most prestigious institutions of higher education.
-
E.
Somali National University
Somali National University is the principal public higher education institution of Somalia, historically serving as the country’s flagship university and academic center in Mogadishu.
- 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_69a493309df48190a327f748e88049a6 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49df7c088819082eb70de4f0f4fbf |
completed | March 1, 2026, 8:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a533cc0c408190afc136a07b55a7a1 |
completed | March 2, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_69a550cf2a64819081b56ab0fd2d5579 |
completed | March 2, 2026, 8:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5513340c48190bbf9855895fa356f |
completed | March 2, 2026, 8:58 a.m. |
Created at: March 1, 2026, 7:35 p.m.