Triple
T22611063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | China–Kazakhstan border |
E566701
|
entity |
| Predicate | hasRailwayCrossing |
P84289
|
FINISHED |
| Object | Alashankou–Dostyk railway crossing |
—
|
NE NERFINISHED |
How this triple was built (3 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: Alashankou–Dostyk railway crossing | Statement: [China–Kazakhstan border, hasRailwayCrossing, Alashankou–Dostyk railway crossing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alashankou–Dostyk railway crossing Context triple: [China–Kazakhstan border, hasRailwayCrossing, Alashankou–Dostyk railway crossing]
-
A.
Manzhouli–Zabaykalsk crossing
The Manzhouli–Zabaykalsk crossing is a major rail and road gateway between northeastern China and eastern Russia, serving as a key hub for trans-Eurasian trade and transport.
-
B.
Suifenhe–Pogranichny crossing
The Suifenhe–Pogranichny crossing is a major rail and road border checkpoint between Russia and China that serves as an important hub for bilateral trade and transportation.
-
C.
Hunchun–Khasan crossing
The Hunchun–Khasan crossing is an international rail and road border checkpoint linking Russia and China near the Tumen River in the Russian Far East.
-
D.
Lianyungang–Khorgas Railway
The Lianyungang–Khorgas Railway is a major east–west rail corridor in China that links the eastern coastal city of Lianyungang with the border town of Khorgas, facilitating transcontinental freight transport between China and Central Asia/Europe.
-
E.
Blagoveshchensk–Heihe Bridge
The Blagoveshchensk–Heihe Bridge is a cross-border road bridge over the Amur River linking the Russian city of Blagoveshchensk with the Chinese city of Heihe, enhancing transport and trade between the two countries.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alashankou–Dostyk railway crossing Target entity description: The Alashankou–Dostyk railway crossing is a major rail border gateway between China and Kazakhstan that forms a key link in trans-Eurasian freight and passenger transport corridors.
-
A.
Manzhouli–Zabaykalsk crossing
The Manzhouli–Zabaykalsk crossing is a major rail and road gateway between northeastern China and eastern Russia, serving as a key hub for trans-Eurasian trade and transport.
-
B.
Suifenhe–Pogranichny crossing
The Suifenhe–Pogranichny crossing is a major rail and road border checkpoint between Russia and China that serves as an important hub for bilateral trade and transportation.
-
C.
Hunchun–Khasan crossing
The Hunchun–Khasan crossing is an international rail and road border checkpoint linking Russia and China near the Tumen River in the Russian Far East.
-
D.
Lianyungang–Khorgas Railway
The Lianyungang–Khorgas Railway is a major east–west rail corridor in China that links the eastern coastal city of Lianyungang with the border town of Khorgas, facilitating transcontinental freight transport between China and Central Asia/Europe.
-
E.
Blagoveshchensk–Heihe Bridge
The Blagoveshchensk–Heihe Bridge is a cross-border road bridge over the Amur River linking the Russian city of Blagoveshchensk with the Chinese city of Heihe, enhancing transport and trade between the two countries.
- F. None of above. chosen
Provenance (2 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_69e245884860819081046ce07d5872c4 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f167ea291c8190ba73ba678089f75d |
completed | April 29, 2026, 2:07 a.m. |
Created at: April 17, 2026, 2:56 p.m.