Triple
T4234765
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bishkek |
E94665
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Kyrgyz State Technical University
Kyrgyz State Technical University is a major public engineering and technical higher education institution located in Bishkek, Kyrgyzstan.
|
E427920
|
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: Kyrgyz State Technical University | Statement: [Bishkek, hasUniversity, Kyrgyz State Technical University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kyrgyz State Technical University Context triple: [Bishkek, hasUniversity, Kyrgyz State Technical University]
-
A.
Kyrgyz National University
Kyrgyz National University is a leading public higher education institution in Kyrgyzstan, known for its wide range of academic programs and central role in the country’s educational and research landscape.
-
B.
Tashkent State Technical University
Tashkent State Technical University is a major higher education institution in Uzbekistan specializing in engineering, technology, and applied sciences.
-
C.
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.
-
D.
Karaganda Buketov University
Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
-
E.
Andijan State University
Andijan State University is a higher education institution in Andijan, Uzbekistan, offering undergraduate and graduate programs across various academic 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: Kyrgyz State Technical University Triple: [Bishkek, hasUniversity, Kyrgyz State Technical University]
Generated description
Kyrgyz State Technical University is a major public engineering and technical higher education institution located in Bishkek, Kyrgyzstan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kyrgyz State Technical University Target entity description: Kyrgyz State Technical University is a major public engineering and technical higher education institution located in Bishkek, Kyrgyzstan.
-
A.
Kyrgyz National University
Kyrgyz National University is a leading public higher education institution in Kyrgyzstan, known for its wide range of academic programs and central role in the country’s educational and research landscape.
-
B.
Tashkent State Technical University
Tashkent State Technical University is a major higher education institution in Uzbekistan specializing in engineering, technology, and applied sciences.
-
C.
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.
-
D.
Karaganda Buketov University
Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
-
E.
Andijan State University
Andijan State University is a higher education institution in Andijan, Uzbekistan, offering undergraduate and graduate programs across various academic disciplines.
- 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e6705548190b695b3789d713b4a |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b77632d08190ab7c12986e2cee61 |
completed | March 14, 2026, 7:31 p.m. |
| NEDg | Description generation | batch_69b5c24a46148190b0be076df2b9757a |
completed | March 14, 2026, 8:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c2d130188190acc9cfd5a64ab0ee |
completed | March 14, 2026, 8:19 p.m. |
Created at: March 12, 2026, 11:05 p.m.