Triple
T7413523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heihe |
E171068
|
entity |
| Predicate | hasCrossBorderFerry |
P1737
|
FINISHED |
| Object |
Heihe–Blagoveshchensk ferry
The Heihe–Blagoveshchensk ferry is an international river ferry service linking the Chinese city of Heihe with the Russian city of Blagoveshchensk across the Amur River.
|
E664030
|
NE FINISHED |
How this triple was built (5 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: Heihe–Blagoveshchensk ferry | Statement: [Heihe, hasCrossBorderFerry, Heihe–Blagoveshchensk ferry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heihe–Blagoveshchensk ferry Context triple: [Heihe, hasCrossBorderFerry, Heihe–Blagoveshchensk ferry]
-
A.
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.
-
B.
Vladivostok bridges
Vladivostok bridges are a group of prominent cable-stayed and other major bridges that span the city’s bays and straits, forming iconic landmarks of Vladivostok’s skyline and transport network.
-
C.
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.
-
D.
Port of Vladivostok
The Port of Vladivostok is a major Russian Pacific seaport and naval base on the Sea of Japan, serving as a key hub for maritime trade and transportation in the Russian Far East.
-
E.
Amur Highway
Amur Highway is a major Russian federal road in the Far East that connects the city of Khabarovsk with other key regional centers along the Amur River corridor.
- 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: Heihe–Blagoveshchensk ferry Triple: [Heihe, hasCrossBorderFerry, Heihe–Blagoveshchensk ferry]
Generated description
The Heihe–Blagoveshchensk ferry is an international river ferry service linking the Chinese city of Heihe with the Russian city of Blagoveshchensk across the Amur River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heihe–Blagoveshchensk ferry Target entity description: The Heihe–Blagoveshchensk ferry is an international river ferry service linking the Chinese city of Heihe with the Russian city of Blagoveshchensk across the Amur River.
-
A.
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.
-
B.
Vladivostok bridges
Vladivostok bridges are a group of prominent cable-stayed and other major bridges that span the city’s bays and straits, forming iconic landmarks of Vladivostok’s skyline and transport network.
-
C.
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.
-
D.
Port of Vladivostok
The Port of Vladivostok is a major Russian Pacific seaport and naval base on the Sea of Japan, serving as a key hub for maritime trade and transportation in the Russian Far East.
-
E.
Amur Highway
Amur Highway is a major Russian federal road in the Far East that connects the city of Khabarovsk with other key regional centers along the Amur River corridor.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCrossBorderFerry Context triple: [Heihe, hasCrossBorderFerry, Heihe–Blagoveshchensk ferry]
-
A.
hasFerryService
chosen
Indicates that there is an operational ferry connection or transport service available between the related locations or entities.
-
B.
hasFerryComponent
Indicates that something includes or is associated with a ferry-related part, feature, or segment within its structure or operation.
-
C.
hasFerryType
Indicates that an entity (such as a ferry route or service) is associated with a specific type or category of ferry.
-
D.
hasFerryPort
Indicates that a place serves as a location where ferries regularly dock to load and unload passengers or cargo.
-
E.
hasBorderCrossing
Indicates that there exists a point or facility where movement or transit is possible between the boundaries of two adjacent regions or jurisdictions.
- F. None of above.
Provenance (6 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_69c68a618bdc81908d8018edadecd1a4 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2c336308190932c14cec5eec25f |
completed | March 27, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81edbbe6481908904d1a1f7cfb20a |
completed | March 28, 2026, 6:32 p.m. |
| NEDg | Description generation | batch_69c8218838b48190a71dfa44a52ba30c |
completed | March 28, 2026, 6:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8230e2b3481909a6460a38be2a478 |
completed | March 28, 2026, 6:50 p.m. |
| PD | Predicate disambiguation | batch_69c6f0345040819094c5756dfa487faf |
completed | March 27, 2026, 9:01 p.m. |
Created at: March 27, 2026, 3:11 p.m.