Triple
T19959989
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atyrau Region |
E479785
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Kulsary
Kulsary is a town in western Kazakhstan that serves as an important local center for the surrounding oil-producing region.
|
E1403653
|
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: Kulsary | Statement: [Atyrau Region, hasCity, Kulsary]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kulsary Context triple: [Atyrau Region, hasCity, Kulsary]
-
A.
Krakhuna
Krakhuna is a Georgian white grape variety from the Imereti region, known for producing aromatic, full-bodied wines with pronounced acidity.
-
B.
Kykula
Kykula is a mountain peak located in the Kysucké Beskydy range in northern Slovakia, known for its forested slopes and hiking opportunities.
-
C.
Karzakan
Karzakan is a coastal village in Bahrain known for its traditional palm groves and historic role in the country’s agricultural and pearl-diving heritage.
-
D.
Kornos
Kornos is a village located on the Greek island of Lemnos in the North Aegean region.
-
E.
Kezlev
Kezlev is the historical Crimean Tatar name for the city now known as Eupatoria, a coastal town on the western shore of Crimea.
- 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: Kulsary Triple: [Atyrau Region, hasCity, Kulsary]
Generated description
Kulsary is a town in western Kazakhstan that serves as an important local center for the surrounding oil-producing region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kulsary Target entity description: Kulsary is a town in western Kazakhstan that serves as an important local center for the surrounding oil-producing region.
-
A.
Krakhuna
Krakhuna is a Georgian white grape variety from the Imereti region, known for producing aromatic, full-bodied wines with pronounced acidity.
-
B.
Kykula
Kykula is a mountain peak located in the Kysucké Beskydy range in northern Slovakia, known for its forested slopes and hiking opportunities.
-
C.
Karzakan
Karzakan is a coastal village in Bahrain known for its traditional palm groves and historic role in the country’s agricultural and pearl-diving heritage.
-
D.
Kornos
Kornos is a village located on the Greek island of Lemnos in the North Aegean region.
-
E.
Kezlev
Kezlev is the historical Crimean Tatar name for the city now known as Eupatoria, a coastal town on the western shore of Crimea.
- 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_69d8e523c19881909f9197037200dde6 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65af386548190aefac1e40aac403d |
completed | April 20, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07fdccdf408190b0d1130b82e9bfb2 |
completed | May 16, 2026, 5:17 a.m. |
| NEDg | Description generation | batch_6a07fea23a988190832115346f8889ca |
completed | May 16, 2026, 5:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ff4a59608190a17f30f60c879efc |
completed | May 16, 2026, 5:23 a.m. |
Created at: April 10, 2026, 1:54 p.m.