Triple
T10617122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atyrau |
E276148
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Atyrau State University
Atyrau State University is a higher education institution located in the city of Atyrau in western Kazakhstan.
|
E876093
|
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: Atyrau State University | Statement: [Atyrau, hasUniversity, Atyrau State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atyrau State University Context triple: [Atyrau, hasUniversity, Atyrau State University]
-
A.
Karshi State University
Karshi State University is a higher education institution located in the city of Karshi in Uzbekistan, offering undergraduate and graduate programs across various disciplines.
-
B.
Namangan State University
Namangan State University is a major public higher education institution in Namangan, Uzbekistan, offering a range of undergraduate and graduate programs across various disciplines.
-
C.
Karaganda Buketov University
Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
-
D.
Andijan State University
Andijan State University is a higher education institution in Andijan, Uzbekistan, offering undergraduate and graduate programs across various academic disciplines.
-
E.
Karakalpak State University
Karakalpak State University is a major higher education institution in Uzbekistan’s autonomous Republic of Karakalpakstan, offering a wide range of academic programs and serving as a key center for regional research and culture.
- 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: Atyrau State University Triple: [Atyrau, hasUniversity, Atyrau State University]
Generated description
Atyrau State University is a higher education institution located in the city of Atyrau in western Kazakhstan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atyrau State University Target entity description: Atyrau State University is a higher education institution located in the city of Atyrau in western Kazakhstan.
-
A.
Karshi State University
Karshi State University is a higher education institution located in the city of Karshi in Uzbekistan, offering undergraduate and graduate programs across various disciplines.
-
B.
Namangan State University
Namangan State University is a major public higher education institution in Namangan, Uzbekistan, offering a range of undergraduate and graduate programs across various disciplines.
-
C.
Karaganda Buketov University
Karaganda Buketov University is a major public higher education and research institution located in Karaganda, Kazakhstan.
-
D.
Andijan State University
Andijan State University is a higher education institution in Andijan, Uzbekistan, offering undergraduate and graduate programs across various academic disciplines.
-
E.
Karakalpak State University
Karakalpak State University is a major higher education institution in Uzbekistan’s autonomous Republic of Karakalpakstan, offering a wide range of academic programs and serving as a key center for regional research and culture.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6df6e2df4819099a19b59d90d0dd1 |
completed | April 8, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d96b7bb7108190b0f1cbe4117abec0 |
completed | April 10, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69d96dee84f48190bf5b0cb1115a8bba |
completed | April 10, 2026, 9:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d9708824208190acf75933962d690f |
completed | April 10, 2026, 9:50 p.m. |
Created at: April 8, 2026, 7:33 p.m.