Triple
T1847891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trabzon |
E41325
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Karadeniz Technical University
Karadeniz Technical University is a major public research university in northeastern Turkey, known for its engineering, science, and forestry programs.
|
E208473
|
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: Karadeniz Technical University | Statement: [Trabzon, hasUniversity, Karadeniz Technical University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karadeniz Technical University Context triple: [Trabzon, hasUniversity, Karadeniz Technical University]
-
A.
Istanbul Technical University
Istanbul Technical University is a prominent public research university in Istanbul, Turkey, renowned for its engineering, architecture, and technical sciences programs and its status as one of the oldest technical universities in the world.
-
B.
Konya Technical University
Konya Technical University is a public higher education institution in Konya, Turkey, specializing in engineering, architecture, and technical sciences.
-
C.
Middle East Technical University
Middle East Technical University is a leading Turkish public research university renowned for its strong engineering, natural sciences, and social sciences programs and its highly competitive academic environment.
-
D.
Marmara University
Marmara University is a major public research university in Istanbul, Turkey, known for its wide range of academic programs and for educating prominent Turkish political figures, including Recep Tayyip Erdoğan.
-
E.
Akdeniz University
Akdeniz University is a major public research university located in the Mediterranean city of Antalya, Turkey, known for its wide range of academic programs and contributions to regional development.
- 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: Karadeniz Technical University Triple: [Trabzon, hasUniversity, Karadeniz Technical University]
Generated description
Karadeniz Technical University is a major public research university in northeastern Turkey, known for its engineering, science, and forestry programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karadeniz Technical University Target entity description: Karadeniz Technical University is a major public research university in northeastern Turkey, known for its engineering, science, and forestry programs.
-
A.
Istanbul Technical University
Istanbul Technical University is a prominent public research university in Istanbul, Turkey, renowned for its engineering, architecture, and technical sciences programs and its status as one of the oldest technical universities in the world.
-
B.
Konya Technical University
Konya Technical University is a public higher education institution in Konya, Turkey, specializing in engineering, architecture, and technical sciences.
-
C.
Middle East Technical University
Middle East Technical University is a leading Turkish public research university renowned for its strong engineering, natural sciences, and social sciences programs and its highly competitive academic environment.
-
D.
Marmara University
Marmara University is a major public research university in Istanbul, Turkey, known for its wide range of academic programs and for educating prominent Turkish political figures, including Recep Tayyip Erdoğan.
-
E.
Akdeniz University
Akdeniz University is a major public research university located in the Mediterranean city of Antalya, Turkey, known for its wide range of academic programs and contributions to regional development.
- 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_69a88648cd44819093303206d96d76ad |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb05412a08190855ea453d1264ea3 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1c6941081909cef987ebe4b4d6c |
completed | March 8, 2026, 7:45 p.m. |
| NEDg | Description generation | batch_69add28a8f848190bf6ea0924e7dd9fc |
completed | March 8, 2026, 7:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add37ad9a481908b2a1476a8d33091 |
completed | March 8, 2026, 7:52 p.m. |
Created at: March 4, 2026, 7:33 p.m.