Triple
T645266
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ankara |
E11226
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E81003
|
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: Middle East Technical University | Statement: [Ankara, hasUniversity, Middle East Technical University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middle East Technical University Context triple: [Ankara, hasUniversity, Middle East 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.
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.
-
C.
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.
-
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.
Istanbul University
Istanbul University is a major public research university in Istanbul, Turkey, known as one of the country’s oldest and most prestigious higher education institutions.
- 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: Middle East Technical University Triple: [Ankara, hasUniversity, Middle East Technical University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middle East Technical University Target entity description: 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.
-
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.
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.
-
C.
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.
-
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.
Istanbul University
Istanbul University is a major public research university in Istanbul, Turkey, known as one of the country’s oldest and most prestigious higher education institutions.
- 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_69a493266a2881909daf4c40f719dee8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49f19f9a08190b0bf6e19b32427ff |
completed | March 1, 2026, 8:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a580373e3c81909aa9ff50f3b1e781 |
completed | March 2, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_69a5833e10bc819091dba5bb5ec9ea85 |
completed | March 2, 2026, 12:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a583a35678819087d440a05c7b636d |
completed | March 2, 2026, 12:33 p.m. |
Created at: March 1, 2026, 7:36 p.m.