Triple
T11023849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ho Chi Minh City University of Transport |
E260563
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object | Ministry of Transport of Vietnam |
E684827
|
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: Ministry of Transport of Vietnam | Statement: [Ho Chi Minh City University of Transport, governedBy, Ministry of Transport of Vietnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport of Vietnam Context triple: [Ho Chi Minh City University of Transport, governedBy, Ministry of Transport of Vietnam]
-
A.
Ministry of Transport of Vietnam
chosen
The Ministry of Transport of Vietnam is the central government body responsible for formulating and overseeing national policies, regulations, and infrastructure development in the country’s transport sectors, including road, rail, maritime, and aviation.
-
B.
Hanoi Department of Transport
The Hanoi Department of Transport is the municipal government agency responsible for planning, regulating, and overseeing transportation infrastructure and services throughout Hanoi.
-
C.
Ho Chi Minh City Department of Transport
The Ho Chi Minh City Department of Transport is the municipal government agency responsible for planning, regulating, and managing transportation infrastructure and services across Ho Chi Minh City.
-
D.
Vietnam Expressway Corporation
Vietnam Expressway Corporation is a state-owned enterprise responsible for investing in, developing, and operating major expressway projects across Vietnam.
-
E.
Department of Personnel and Organization of Vietnam
The Department of Personnel and Organization of Vietnam is an administrative unit responsible for managing human resources, organizational structure, and staffing within Vietnam’s Ministry of Culture, Sports and Tourism.
- 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797be9f148190a3a967bad5947496 |
completed | April 9, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3750917d481909e73de0bfae27827 |
completed | April 18, 2026, 12:11 p.m. |
Created at: April 8, 2026, 9:25 p.m.