Triple
T10319146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nazarbayev University |
E242094
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Nazarbayev University Library
Nazarbayev University Library is the central academic library of Nazarbayev University in Kazakhstan, providing research resources, study spaces, and information services to the university community.
|
E242094
|
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: Nazarbayev University Library | Statement: [Nazarbayev University, hasLibrary, Nazarbayev University Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nazarbayev University Library Context triple: [Nazarbayev University, hasLibrary, Nazarbayev University Library]
-
A.
Nazarbayev University
Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
-
B.
Ankara University Central Library
Ankara University Central Library is the main academic library of Ankara University, serving as a major research and study hub for students and scholars in Turkey’s capital.
-
C.
Istanbul University Central Library
Istanbul University Central Library is the main academic library of Istanbul University, located on the historic Beyazıt Campus and serving as a major research and study hub for students and scholars.
-
D.
Satbayev University
Satbayev University is a leading technical and engineering university in Kazakhstan, renowned for its programs in mining, geology, and applied sciences.
-
E.
Al-Farabi Kazakh National University
Al-Farabi Kazakh National University is one of Kazakhstan’s leading and oldest higher education institutions, renowned for its comprehensive academic programs and research across a wide range of disciplines.
- 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: Nazarbayev University Library Triple: [Nazarbayev University, hasLibrary, Nazarbayev University Library]
Generated description
Nazarbayev University Library is the central academic library of Nazarbayev University in Kazakhstan, providing research resources, study spaces, and information services to the university community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nazarbayev University Library Target entity description: Nazarbayev University Library is the central academic library of Nazarbayev University in Kazakhstan, providing research resources, study spaces, and information services to the university community.
-
A.
Nazarbayev University
chosen
Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
-
B.
Ankara University Central Library
Ankara University Central Library is the main academic library of Ankara University, serving as a major research and study hub for students and scholars in Turkey’s capital.
-
C.
Istanbul University Central Library
Istanbul University Central Library is the main academic library of Istanbul University, located on the historic Beyazıt Campus and serving as a major research and study hub for students and scholars.
-
D.
Satbayev University
Satbayev University is a leading technical and engineering university in Kazakhstan, renowned for its programs in mining, geology, and applied sciences.
-
E.
Al-Farabi Kazakh National University
Al-Farabi Kazakh National University is one of Kazakhstan’s leading and oldest higher education institutions, renowned for its comprehensive academic programs and research across a wide range of disciplines.
- F. None of above.
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_69d381ac38808190a8ca7457c85b625b |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d6ca62b48190844b4cbf55d53a43 |
completed | April 7, 2026, 10:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d94aba48190aa40201d46f7ba2f |
completed | April 9, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69d7318755b881908e9ea4f1dfcf7da2 |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d73285e0688190a98708477527bbee |
completed | April 9, 2026, 5 a.m. |
Created at: April 6, 2026, 11:49 a.m.