Triple

T8369316
Position Surface form Disambiguated ID Type / Status
Subject Vietnam Railways network E197412 entity
Predicate regulator 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: [Vietnam Railways network, regulator, 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: [Vietnam Railways network, regulator, 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. Ministry of Finance of Vietnam
    The Ministry of Finance of Vietnam is the central government body responsible for managing the country’s public finances, including budgeting, taxation, state revenue and expenditure, and financial policy.
  • C. Civil Aviation Authority of Vietnam
    The Civil Aviation Authority of Vietnam is the national regulatory body responsible for overseeing and managing civil aviation activities, including safety, security, and air transport operations within Vietnam.
  • D. Ministry of Transport
    The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
  • E. Government of Vietnam
    The Government of Vietnam is the executive branch of the Socialist Republic of Vietnam, responsible for implementing laws, managing state administration, and directing national socio-economic development under the leadership of the Communist Party.
  • 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_69ca82f56730819080cec5d991c76f4c completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb808f7c0481909fef5834cb6e7a3e completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc7929e388190b35505378d0cf653 completed April 2, 2026, 1:34 a.m.
Created at: March 30, 2026, 6:01 p.m.