Triple
T6560825
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Makhachkala |
E153776
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Dagestan State Technical University
Dagestan State Technical University is a major technical higher education institution in the Republic of Dagestan, Russia, offering engineering and applied science programs.
|
E602952
|
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: Dagestan State Technical University | Statement: [Makhachkala, hasHigherEducationInstitution, Dagestan State Technical University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dagestan State Technical University Context triple: [Makhachkala, hasHigherEducationInstitution, Dagestan State Technical University]
-
A.
Dagestan State University
Dagestan State University is a major public higher education and research institution located in Makhachkala, the capital of the Republic of Dagestan in Russia.
-
B.
Kabardino-Balkarian State University
Kabardino-Balkarian State University is a major public higher education and research institution in the Russian republic of Kabardino-Balkaria.
-
C.
Kazan National Research Technical University
Kazan National Research Technical University is a major Russian technical university in Kazan known for its engineering and aerospace education and research.
-
D.
Chechen State University
Chechen State University is a major public higher education institution in the Chechen Republic, serving as a key center for academic and scientific activity in the region.
-
E.
Pyatigorsk State University
Pyatigorsk State University is a Russian higher education institution known for its programs in linguistics, international relations, and regional studies, serving as a major academic center in the North Caucasus region.
- 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: Dagestan State Technical University Triple: [Makhachkala, hasHigherEducationInstitution, Dagestan State Technical University]
Generated description
Dagestan State Technical University is a major technical higher education institution in the Republic of Dagestan, Russia, offering engineering and applied science programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dagestan State Technical University Target entity description: Dagestan State Technical University is a major technical higher education institution in the Republic of Dagestan, Russia, offering engineering and applied science programs.
-
A.
Dagestan State University
Dagestan State University is a major public higher education and research institution located in Makhachkala, the capital of the Republic of Dagestan in Russia.
-
B.
Kabardino-Balkarian State University
Kabardino-Balkarian State University is a major public higher education and research institution in the Russian republic of Kabardino-Balkaria.
-
C.
Kazan National Research Technical University
Kazan National Research Technical University is a major Russian technical university in Kazan known for its engineering and aerospace education and research.
-
D.
Chechen State University
Chechen State University is a major public higher education institution in the Chechen Republic, serving as a key center for academic and scientific activity in the region.
-
E.
Pyatigorsk State University
Pyatigorsk State University is a Russian higher education institution known for its programs in linguistics, international relations, and regional studies, serving as a major academic center in the North Caucasus region.
- 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_69c6880cb35881909b763eb0125236b9 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae37a5b0819091692fc5def270b9 |
completed | March 27, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d55fa1bc81908f2929e835051532 |
completed | March 27, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69c6d676e43081909bf2a9cceff0b9b3 |
completed | March 27, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d843bad081909ebb887f32ea4195 |
completed | March 27, 2026, 7:19 p.m. |
Created at: March 27, 2026, 1:52 p.m.