Triple
T2274846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Almaty |
E50745
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Satbayev University
Satbayev University is a leading technical and engineering university in Kazakhstan, renowned for its programs in mining, geology, and applied sciences.
|
E252603
|
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: Satbayev University | Statement: [Almaty, hasUniversity, Satbayev University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Satbayev University Context triple: [Almaty, hasUniversity, Satbayev University]
-
A.
Nazarbayev University
Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
-
B.
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.
-
C.
Kazan University
Kazan University is a historic Russian institution of higher education known for its influential role in Russian intellectual life and for having educated figures such as Vladimir Lenin.
-
D.
Mongolian University of Science and Technology
The Mongolian University of Science and Technology is a leading higher education institution in Mongolia specializing in engineering, technology, and applied sciences.
-
E.
Ural Federal University
Ural Federal University is one of Russia’s largest and leading public research universities, located in Yekaterinburg and known for its strong engineering, technical, and applied science 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: Satbayev University Triple: [Almaty, hasUniversity, Satbayev University]
Generated description
Satbayev University is a leading technical and engineering university in Kazakhstan, renowned for its programs in mining, geology, and applied sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Satbayev University Target entity description: Satbayev University is a leading technical and engineering university in Kazakhstan, renowned for its programs in mining, geology, and applied sciences.
-
A.
Nazarbayev University
Nazarbayev University is a leading English-language research university in Kazakhstan, known for its modern campus and international academic partnerships.
-
B.
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.
-
C.
Kazan University
Kazan University is a historic Russian institution of higher education known for its influential role in Russian intellectual life and for having educated figures such as Vladimir Lenin.
-
D.
Mongolian University of Science and Technology
The Mongolian University of Science and Technology is a leading higher education institution in Mongolia specializing in engineering, technology, and applied sciences.
-
E.
Ural Federal University
Ural Federal University is one of Russia’s largest and leading public research universities, located in Yekaterinburg and known for its strong engineering, technical, and applied science 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1ebaa148190851952567878b3a1 |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f0ed1b881909ba3c7f9fea50267 |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae7fee12ac8190bb9924f7467434a6 |
completed | March 9, 2026, 8:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8061cd348190b0b0b65dcf730f99 |
completed | March 9, 2026, 8:10 a.m. |
Created at: March 4, 2026, 7:48 p.m.