Triple
T2073246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mê Linh District |
E44862
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
National highways of Vietnam
The national highways of Vietnam form the country’s primary road network, linking major cities, provinces, and districts such as Mê Linh and serving as key corridors for transportation and economic activity.
|
E231351
|
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: National highways of Vietnam | Statement: [Mê Linh District, roadConnection, National highways of Vietnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National highways of Vietnam Context triple: [Mê Linh District, roadConnection, National highways of Vietnam]
-
A.
Hanoi–Thai Nguyen Expressway
The Hanoi–Thai Nguyen Expressway is a major Vietnamese highway that connects the capital city of Hanoi with Thai Nguyen Province, facilitating faster regional transport and economic development in northern Vietnam.
-
B.
Asian Highway 1
Asian Highway 1 is a major transcontinental route in the Asian Highway Network that runs from Tokyo, Japan, through multiple Asian countries to the border of Turkey and Bulgaria, facilitating international road transport and trade.
-
C.
Hanoi–Haiphong railway
The Hanoi–Haiphong railway is a major rail line in northern Vietnam that connects the capital city of Hanoi with the key port city of Haiphong, serving as an important corridor for both passenger and freight transport.
-
D.
Vo Nguyen Giap Road
Vo Nguyen Giap Road is a major arterial route in Hanoi, Vietnam, serving as a key gateway corridor between the city and Noi Bai International Airport.
-
E.
National Highway 16
National Highway 16 is a major Indian roadway running along the eastern coast, connecting key cities across multiple states as part of the country's primary highway network.
- 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: National highways of Vietnam Triple: [Mê Linh District, roadConnection, National highways of Vietnam]
Generated description
The national highways of Vietnam form the country’s primary road network, linking major cities, provinces, and districts such as Mê Linh and serving as key corridors for transportation and economic activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National highways of Vietnam Target entity description: The national highways of Vietnam form the country’s primary road network, linking major cities, provinces, and districts such as Mê Linh and serving as key corridors for transportation and economic activity.
-
A.
Hanoi–Thai Nguyen Expressway
The Hanoi–Thai Nguyen Expressway is a major Vietnamese highway that connects the capital city of Hanoi with Thai Nguyen Province, facilitating faster regional transport and economic development in northern Vietnam.
-
B.
Asian Highway 1
Asian Highway 1 is a major transcontinental route in the Asian Highway Network that runs from Tokyo, Japan, through multiple Asian countries to the border of Turkey and Bulgaria, facilitating international road transport and trade.
-
C.
Hanoi–Haiphong railway
The Hanoi–Haiphong railway is a major rail line in northern Vietnam that connects the capital city of Hanoi with the key port city of Haiphong, serving as an important corridor for both passenger and freight transport.
-
D.
Vo Nguyen Giap Road
Vo Nguyen Giap Road is a major arterial route in Hanoi, Vietnam, serving as a key gateway corridor between the city and Noi Bai International Airport.
-
E.
National Highway 16
National Highway 16 is a major Indian roadway running along the eastern coast, connecting key cities across multiple states as part of the country's primary highway network.
- 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_69a88916c2b48190a5ca2e9b12cad3ed |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba101c008190840763d2f28fa8d7 |
completed | March 7, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae272ee27c8190a4bb4690961dccf6 |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae27b2c9d08190b1950abd8d41d3b3 |
completed | March 9, 2026, 1:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2817ce3c81908e48170760cf98ef |
completed | March 9, 2026, 1:53 a.m. |
Created at: March 4, 2026, 7:41 p.m.