Triple
T15517562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamir Topi |
E368871
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Agricultural University of Tirana
The Agricultural University of Tirana is Albania’s leading higher education institution specializing in agricultural and environmental sciences.
|
E1162059
|
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: Agricultural University of Tirana | Statement: [Bamir Topi, educatedAt, Agricultural University of Tirana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agricultural University of Tirana Context triple: [Bamir Topi, educatedAt, Agricultural University of Tirana]
-
A.
Polytechnic University of Tirana
The Polytechnic University of Tirana is Albania’s leading public technical university, specializing in engineering and applied sciences and serving as a major center for research and higher education in the country.
-
B.
University of Tirana
The University of Tirana is the largest and oldest public university in Albania, located in the capital city and offering a wide range of academic programs across multiple disciplines.
-
C.
University of Vlora
The University of Vlora is a public higher education institution in the coastal city of Vlorë, Albania, offering a range of undergraduate and graduate programs across multiple disciplines.
-
D.
University of Prizren
The University of Prizren is a public higher education institution in Prizren, Kosovo, offering a range of undergraduate and graduate programs across various academic disciplines.
-
E.
University of Medicine, Tirana
The University of Medicine, Tirana is a leading Albanian public institution of higher education and research specializing in medical and health sciences.
- 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: Agricultural University of Tirana Triple: [Bamir Topi, educatedAt, Agricultural University of Tirana]
Generated description
The Agricultural University of Tirana is Albania’s leading higher education institution specializing in agricultural and environmental sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agricultural University of Tirana Target entity description: The Agricultural University of Tirana is Albania’s leading higher education institution specializing in agricultural and environmental sciences.
-
A.
Polytechnic University of Tirana
The Polytechnic University of Tirana is Albania’s leading public technical university, specializing in engineering and applied sciences and serving as a major center for research and higher education in the country.
-
B.
University of Tirana
The University of Tirana is the largest and oldest public university in Albania, located in the capital city and offering a wide range of academic programs across multiple disciplines.
-
C.
University of Vlora
The University of Vlora is a public higher education institution in the coastal city of Vlorë, Albania, offering a range of undergraduate and graduate programs across multiple disciplines.
-
D.
University of Prizren
The University of Prizren is a public higher education institution in Prizren, Kosovo, offering a range of undergraduate and graduate programs across various academic disciplines.
-
E.
University of Medicine, Tirana
The University of Medicine, Tirana is a leading Albanian public institution of higher education and research specializing in medical and health sciences.
- 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_69d85a1794cc8190b0b428716296e63e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e04033303c8190a87b6384f68a6921 |
completed | April 16, 2026, 1:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3d5111648190a61fc87170b0d93c |
completed | May 9, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69ff3f075bb881908c254137ca7c3f9f |
completed | May 9, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff3f87f788819080eccae52b0df145 |
completed | May 9, 2026, 2:07 p.m. |
Created at: April 10, 2026, 4:03 a.m.