Triple
T9177930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thái Nguyên Province |
E220246
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object | Hà Nội–Thái Nguyên Expressway |
E220247
|
NE FINISHED |
How this triple was built (2 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: Hà Nội–Thái Nguyên Expressway | Statement: [Thái Nguyên Province, hasTransport, Hà Nội–Thái Nguyên Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hà Nội–Thái Nguyên Expressway Context triple: [Thái Nguyên Province, hasTransport, Hà Nội–Thái Nguyên Expressway]
-
A.
Hanoi–Thai Nguyen Expressway
chosen
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.
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.
-
C.
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.
-
D.
Maju Expressway
Maju Expressway is a major Malaysian highway that provides a fast, direct route between Kuala Lumpur and the administrative capital Putrajaya.
-
E.
Isewangan Expressway
The Isewangan Expressway is a major Japanese expressway forming part of the road network around Nagoya, facilitating regional and long-distance traffic across central Honshu.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ca83e589948190ac9907819db11ddf |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccc24eeb988190af82dfba49aac2f8 |
completed | April 1, 2026, 6:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d054ae9a708190b26c2f2c7ebb59c9 |
completed | April 4, 2026, midnight |
Created at: March 30, 2026, 7:23 p.m.