Triple
T22820462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bortala Mongol Autonomous Prefecture |
E565212
|
entity |
| Predicate | hasBorderCrossingWith |
P4105
|
FINISHED |
| Object |
Kazakhstan at Alashankou
Kazakhstan at Alashankou is a key border area and rail crossing point where Kazakhstan connects with China’s Alashankou port in Xinjiang, serving as an important hub for trans-Eurasian trade and transport.
|
E1555028
|
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: Kazakhstan at Alashankou | Statement: [Bortala Mongol Autonomous Prefecture, hasBorderCrossingWith, Kazakhstan at Alashankou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kazakhstan at Alashankou Context triple: [Bortala Mongol Autonomous Prefecture, hasBorderCrossingWith, Kazakhstan at Alashankou]
-
A.
Tekeli, Kazakhstan
Tekeli is a small town in southeastern Kazakhstan known as one of the locations hosting a campus of the University of Central Asia.
-
B.
Kuzcek, Kazakhstan
Kuzcek, Kazakhstan is a fictional Kazakh village portrayed as the impoverished and eccentric hometown of the character Borat Sagdiyev in the "Borat" comedy films.
-
C.
Aral, Kazakhstan
Aral, Kazakhstan is a small town in southwestern Kazakhstan historically known as a fishing port on the Aral Sea and as a symbol of the environmental disaster caused by the sea’s dramatic shrinkage.
-
D.
Zharkent
Zharkent is a small town in southeastern Kazakhstan near the Chinese border, known for its multicultural heritage and distinctive Central Asian architecture.
-
E.
Khorgos border crossing
Khorgos border crossing is a major land port and trade gateway between China and Kazakhstan, serving as a key hub on the modern Silk Road and China’s Belt and Road Initiative.
- 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: Kazakhstan at Alashankou Triple: [Bortala Mongol Autonomous Prefecture, hasBorderCrossingWith, Kazakhstan at Alashankou]
Generated description
Kazakhstan at Alashankou is a key border area and rail crossing point where Kazakhstan connects with China’s Alashankou port in Xinjiang, serving as an important hub for trans-Eurasian trade and transport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kazakhstan at Alashankou Target entity description: Kazakhstan at Alashankou is a key border area and rail crossing point where Kazakhstan connects with China’s Alashankou port in Xinjiang, serving as an important hub for trans-Eurasian trade and transport.
-
A.
Tekeli, Kazakhstan
Tekeli is a small town in southeastern Kazakhstan known as one of the locations hosting a campus of the University of Central Asia.
-
B.
Kuzcek, Kazakhstan
Kuzcek, Kazakhstan is a fictional Kazakh village portrayed as the impoverished and eccentric hometown of the character Borat Sagdiyev in the "Borat" comedy films.
-
C.
Aral, Kazakhstan
Aral, Kazakhstan is a small town in southwestern Kazakhstan historically known as a fishing port on the Aral Sea and as a symbol of the environmental disaster caused by the sea’s dramatic shrinkage.
-
D.
Zharkent
Zharkent is a small town in southeastern Kazakhstan near the Chinese border, known for its multicultural heritage and distinctive Central Asian architecture.
-
E.
Khorgos border crossing
Khorgos border crossing is a major land port and trade gateway between China and Kazakhstan, serving as a key hub on the modern Silk Road and China’s Belt and Road Initiative.
- 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_69e2458426188190b58b8ab4844fe420 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17dcffdd88190a5f9c780c71b5053 |
completed | April 29, 2026, 3:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9ea869348190b4c8edc9f8b5dbc3 |
completed | May 18, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_6a0b9f9c46988190baeb6f4e1ec2a419 |
completed | May 18, 2026, 11:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba068def08190b22058cf5bd76b4f |
completed | May 18, 2026, 11:27 p.m. |
Created at: April 17, 2026, 3:33 p.m.