Triple
T10381435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tien Giang Province |
E244648
|
entity |
| Predicate | hasTransportRoute |
P11026
|
FINISHED |
| Object |
Ho Chi Minh City–Trung Luong Expressway
The Ho Chi Minh City–Trung Luong Expressway is a major Vietnamese expressway connecting Ho Chi Minh City with the Mekong Delta region, significantly reducing travel time and easing traffic congestion on National Route 1.
|
E859622
|
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: Ho Chi Minh City–Trung Luong Expressway | Statement: [Tien Giang Province, hasTransportRoute, Ho Chi Minh City–Trung Luong Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ho Chi Minh City–Trung Luong Expressway Context triple: [Tien Giang Province, hasTransportRoute, Ho Chi Minh City–Trung Luong Expressway]
-
A.
Ho Chi Minh City–Thu Dau Mot–Chon Thanh Expressway
The Ho Chi Minh City–Thu Dau Mot–Chon Thanh Expressway is a major planned highway in southern Vietnam designed to improve regional connectivity and reduce travel time between Ho Chi Minh City, Binh Duong Province, and Binh Phuoc Province.
-
B.
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.
-
C.
Hanoi–Hai Phong Expressway
The Hanoi–Hai Phong Expressway is a major modern highway in northern Vietnam that links the capital city Hanoi with the key port city of Hai Phong, significantly reducing travel time and boosting regional trade and logistics.
-
D.
Ho Chi Minh City – Long Thanh – Dau Giay Expressway
The Ho Chi Minh City – Long Thanh – Dau Giay Expressway is a major Vietnamese expressway connecting Ho Chi Minh City with Dong Nai Province, significantly reducing travel time to the southeast region and key economic and industrial zones.
-
E.
Ho Chi Minh Highway
Ho Chi Minh Highway is a major north–south road in Vietnam that largely follows the historic Ho Chi Minh Trail through the country’s interior.
- 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: Ho Chi Minh City–Trung Luong Expressway Triple: [Tien Giang Province, hasTransportRoute, Ho Chi Minh City–Trung Luong Expressway]
Generated description
The Ho Chi Minh City–Trung Luong Expressway is a major Vietnamese expressway connecting Ho Chi Minh City with the Mekong Delta region, significantly reducing travel time and easing traffic congestion on National Route 1.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ho Chi Minh City–Trung Luong Expressway Target entity description: The Ho Chi Minh City–Trung Luong Expressway is a major Vietnamese expressway connecting Ho Chi Minh City with the Mekong Delta region, significantly reducing travel time and easing traffic congestion on National Route 1.
-
A.
Ho Chi Minh City–Thu Dau Mot–Chon Thanh Expressway
The Ho Chi Minh City–Thu Dau Mot–Chon Thanh Expressway is a major planned highway in southern Vietnam designed to improve regional connectivity and reduce travel time between Ho Chi Minh City, Binh Duong Province, and Binh Phuoc Province.
-
B.
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.
-
C.
Hanoi–Hai Phong Expressway
The Hanoi–Hai Phong Expressway is a major modern highway in northern Vietnam that links the capital city Hanoi with the key port city of Hai Phong, significantly reducing travel time and boosting regional trade and logistics.
-
D.
Ho Chi Minh City – Long Thanh – Dau Giay Expressway
The Ho Chi Minh City – Long Thanh – Dau Giay Expressway is a major Vietnamese expressway connecting Ho Chi Minh City with Dong Nai Province, significantly reducing travel time to the southeast region and key economic and industrial zones.
-
E.
Ho Chi Minh Highway
Ho Chi Minh Highway is a major north–south road in Vietnam that largely follows the historic Ho Chi Minh Trail through the country’s interior.
- 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9921fa48190a874aa9a9e385b97 |
completed | April 7, 2026, 11:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d79592512c8190b999191f16e3133c |
completed | April 9, 2026, 12:03 p.m. |
| NEDg | Description generation | batch_69d7982916b48190a50893a79ac522e9 |
completed | April 9, 2026, 12:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7991e01d88190bc460d984b796d64 |
completed | April 9, 2026, 12:18 p.m. |
Created at: April 6, 2026, 12:03 p.m.