Triple
T23288957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Korea–Russia border |
E589971
|
entity |
| Predicate | hasTransshipmentFacility |
P78734
|
FINISHED |
| Object | Khasan–Rajin logistics corridor |
—
|
NE NERFINISHED |
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: Khasan–Rajin logistics corridor | Statement: [North Korea–Russia border, hasTransshipmentFacility, Khasan–Rajin logistics corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khasan–Rajin logistics corridor Context triple: [North Korea–Russia border, hasTransshipmentFacility, Khasan–Rajin logistics corridor]
-
A.
Trans-Caspian International Transport Route
The Trans-Caspian International Transport Route is a major multimodal trade corridor linking China and Europe via Central Asia, the Caspian Sea, the South Caucasus, and Turkey, offering an alternative to traditional northern routes.
-
B.
China–Kyrgyzstan–Uzbekistan transport corridor
The China–Kyrgyzstan–Uzbekistan transport corridor is a strategic transnational route designed to enhance trade and connectivity between China and Central Asia as part of broader regional infrastructure and economic integration initiatives.
-
C.
East–West shipping corridor
The East–West shipping corridor is a major maritime trade route linking key ports across Europe and Asia, facilitating high-volume container and bulk cargo movement between eastern and western markets.
-
D.
Russia–Mongolia transport corridor
The Russia–Mongolia transport corridor is a planned international transit route aimed at enhancing cross-border connectivity and trade between Russia and Mongolia through integrated road and rail infrastructure.
-
E.
Kyrgyzstan–China Highway
The Kyrgyzstan–China Highway is a major international road link that connects Kyrgyzstan with China across the Tien Shan mountains, serving as a key route for regional trade and travel.
- 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: Khasan–Rajin logistics corridor Target entity description: The Khasan–Rajin logistics corridor is a rail and port transport route linking Russia and North Korea that facilitates the transfer and shipment of goods through the port of Rajin.
-
A.
Trans-Caspian International Transport Route
The Trans-Caspian International Transport Route is a major multimodal trade corridor linking China and Europe via Central Asia, the Caspian Sea, the South Caucasus, and Turkey, offering an alternative to traditional northern routes.
-
B.
China–Kyrgyzstan–Uzbekistan transport corridor
The China–Kyrgyzstan–Uzbekistan transport corridor is a strategic transnational route designed to enhance trade and connectivity between China and Central Asia as part of broader regional infrastructure and economic integration initiatives.
-
C.
East–West shipping corridor
The East–West shipping corridor is a major maritime trade route linking key ports across Europe and Asia, facilitating high-volume container and bulk cargo movement between eastern and western markets.
-
D.
Russia–Mongolia transport corridor
The Russia–Mongolia transport corridor is a planned international transit route aimed at enhancing cross-border connectivity and trade between Russia and Mongolia through integrated road and rail infrastructure.
-
E.
Kyrgyzstan–China Highway
The Kyrgyzstan–China Highway is a major international road link that connects Kyrgyzstan with China across the Tien Shan mountains, serving as a key route for regional trade and travel.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTransshipmentFacility Context triple: [North Korea–Russia border, hasTransshipmentFacility, Khasan–Rajin logistics corridor]
-
A.
hasFreightFacility
chosen
Indicates that an entity is equipped with or connected to a facility used for handling, loading, unloading, or storing freight.
-
B.
servesAsCargoHubFor
Indicates that one entity functions as a central location or facility for handling, consolidating, and distributing cargo associated with another entity.
-
C.
hasCargoHandlingMode
Indicates the method or procedure by which cargo is handled, loaded, or unloaded in a given context.
-
D.
hasPassengerShipping
Indicates that one entity provides or is involved in passenger shipping services or transport for another entity.
-
E.
hasContainerTerminal
Indicates that one entity possesses, includes, or is associated with a container terminal as part of its facilities or infrastructure.
- F. None of above.
Provenance (3 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_69e25d1af9d88190a0b9b5e8fa608618 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19649570c8190b565fafa55b1f886 |
completed | April 29, 2026, 5:25 a.m. |
| PD | Predicate disambiguation | batch_69effcf325f88190b320268c3c551abb |
completed | April 28, 2026, 12:18 a.m. |
Created at: April 17, 2026, 5:01 p.m.