Triple
T7303642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tarık Akan |
E167919
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Yıldız Technical University
Yıldız Technical University is a prominent public research university in Istanbul, Turkey, known for its strong engineering and technical programs.
|
E752573
|
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: Yıldız Technical University | Statement: [Tarık Akan, educatedAt, Yıldız Technical University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yıldız Technical University Context triple: [Tarık Akan, educatedAt, Yıldız Technical University]
-
A.
Karadeniz Technical University
Karadeniz Technical University is a major public research university in northeastern Turkey, known for its engineering, science, and forestry programs.
-
B.
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.
-
C.
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.
-
D.
Kocaeli University
Kocaeli University is a public higher education and research institution in Turkey known for its engineering, technical, and social science programs.
-
E.
Kadir Has University
Kadir Has University is a private foundation university in Istanbul, Turkey, known for its focus on research, innovation, and contemporary academic programs.
- 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: Yıldız Technical University Triple: [Tarık Akan, educatedAt, Yıldız Technical University]
Generated description
Yıldız Technical University is a prominent public research university in Istanbul, Turkey, known for its strong engineering and technical programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yıldız Technical University Target entity description: Yıldız Technical University is a prominent public research university in Istanbul, Turkey, known for its strong engineering and technical programs.
-
A.
Karadeniz Technical University
Karadeniz Technical University is a major public research university in northeastern Turkey, known for its engineering, science, and forestry programs.
-
B.
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.
-
C.
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.
-
D.
Kocaeli University
Kocaeli University is a public higher education and research institution in Turkey known for its engineering, technical, and social science programs.
-
E.
Kadir Has University
Kadir Has University is a private foundation university in Istanbul, Turkey, known for its focus on research, innovation, and contemporary academic programs.
- 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_69c6888c820881909fc68f689fe1c251 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6ebb352ec8190846eff044e08805e |
completed | March 27, 2026, 8:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf275f49f48190ad92d5aaebaac4d0 |
completed | April 3, 2026, 2:35 a.m. |
| NEDg | Description generation | batch_69cf2a6a91d48190aa7d45b0a010f261 |
completed | April 3, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2c0aace08190aca839c39e718c52 |
completed | April 3, 2026, 2:55 a.m. |
Created at: March 27, 2026, 3:01 p.m.