Triple
T19044791
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Balkhash |
E466102
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Balkhash city
Balkhash city is an industrial and fishing town in central Kazakhstan situated on the northern shore of Lake Balkhash.
|
E1355780
|
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: Balkhash city | Statement: [Lake Balkhash, locatedNear, Balkhash city]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balkhash city Context triple: [Lake Balkhash, locatedNear, Balkhash city]
-
A.
Shymkent
Shymkent is one of the largest and most populous cities in southern Kazakhstan, serving as a key industrial, commercial, and cultural center of the region.
-
B.
Altai City
Altai City is a small administrative and commercial center in western Mongolia, serving as a gateway to the surrounding Altai Mountains and remote steppe regions.
-
C.
Temirtau
Temirtau is a major industrial city in Kazakhstan, best known for its large steel production complex and heavy metallurgical industry.
-
D.
Naryn
Naryn is a town in central Kyrgyzstan known for its high-altitude location in the Tian Shan mountains and its role as an administrative and cultural center of the Naryn Region.
-
E.
Zhezkazgan
Zhezkazgan is a major industrial and mining city in central Kazakhstan, known especially for its large copper deposits and metallurgical complex.
- 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: Balkhash city Triple: [Lake Balkhash, locatedNear, Balkhash city]
Generated description
Balkhash city is an industrial and fishing town in central Kazakhstan situated on the northern shore of Lake Balkhash.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balkhash city Target entity description: Balkhash city is an industrial and fishing town in central Kazakhstan situated on the northern shore of Lake Balkhash.
-
A.
Shymkent
Shymkent is one of the largest and most populous cities in southern Kazakhstan, serving as a key industrial, commercial, and cultural center of the region.
-
B.
Altai City
Altai City is a small administrative and commercial center in western Mongolia, serving as a gateway to the surrounding Altai Mountains and remote steppe regions.
-
C.
Temirtau
Temirtau is a major industrial city in Kazakhstan, best known for its large steel production complex and heavy metallurgical industry.
-
D.
Naryn
Naryn is a town in central Kyrgyzstan known for its high-altitude location in the Tian Shan mountains and its role as an administrative and cultural center of the Naryn Region.
-
E.
Zhezkazgan
Zhezkazgan is a major industrial and mining city in central Kazakhstan, known especially for its large copper deposits and metallurgical complex.
- 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_69d8dd0359648190bc2a9202c5cf29d2 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d803b2b08190b057d4b5bc555d4f |
completed | April 20, 2026, 7:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05c54f0fbc8190aa1c8d0cae900aec |
completed | May 14, 2026, 12:51 p.m. |
| NEDg | Description generation | batch_6a05c7c2a60c819081cd60e47efd84c4 |
completed | May 14, 2026, 1:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05c842970481909deba4dd02002bad |
completed | May 14, 2026, 1:04 p.m. |
Created at: April 10, 2026, 12:03 p.m.