Triple
T7429377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | İlber Ortaylı |
E171448
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Bilkent University
Bilkent University is a leading private research university in Ankara, Turkey, known for its strong emphasis on science, engineering, and international education.
|
E775550
|
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: Bilkent University | Statement: [İlber Ortaylı, employer, Bilkent University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bilkent University Context triple: [İlber Ortaylı, employer, Bilkent University]
-
A.
Sabancı University
Sabancı University is a prominent private research university in Istanbul, Turkey, known for its interdisciplinary programs and strong emphasis on social sciences, engineering, and management.
-
B.
Hacettepe University
Hacettepe University is a major public research university in Turkey, renowned for its strong programs in medicine, science, and engineering.
-
C.
Bogazici University
Boğaziçi University is a leading public research university in Istanbul, Turkey, renowned for its strong engineering and social science programs and its historic, scenic campus overlooking the Bosphorus.
-
D.
Ankara University
Ankara University is a major public research university in Turkey’s capital city, known for its wide range of academic programs and significant role in the country’s higher education and public service.
-
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: Bilkent University Triple: [İlber Ortaylı, employer, Bilkent University]
Generated description
Bilkent University is a leading private research university in Ankara, Turkey, known for its strong emphasis on science, engineering, and international education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bilkent University Target entity description: Bilkent University is a leading private research university in Ankara, Turkey, known for its strong emphasis on science, engineering, and international education.
-
A.
Sabancı University
Sabancı University is a prominent private research university in Istanbul, Turkey, known for its interdisciplinary programs and strong emphasis on social sciences, engineering, and management.
-
B.
Hacettepe University
Hacettepe University is a major public research university in Turkey, renowned for its strong programs in medicine, science, and engineering.
-
C.
Bogazici University
Boğaziçi University is a leading public research university in Istanbul, Turkey, renowned for its strong engineering and social science programs and its historic, scenic campus overlooking the Bosphorus.
-
D.
Ankara University
Ankara University is a major public research university in Turkey’s capital city, known for its wide range of academic programs and significant role in the country’s higher education and public service.
-
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_69c68a63491881909281f73d4d5643bf |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f3082f188190af5673d18ac7e87e |
completed | March 27, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffd37b54881908c67d5746f9ef39e |
completed | April 3, 2026, 5:47 p.m. |
| NEDg | Description generation | batch_69cfff51b8c0819093b2c348fd7819fe |
completed | April 3, 2026, 5:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0014b9c108190b4abe8c974677d31 |
completed | April 3, 2026, 6:04 p.m. |
Created at: March 27, 2026, 3:12 p.m.