Triple

T1534083
Position Surface form Disambiguated ID Type / Status
Subject TAROM E32510 entity
Predicate parentOrganization P254 FINISHED
Object Ministry of Transport of Romania
The Ministry of Transport of Romania is the national government body responsible for formulating and implementing Romania’s transportation policies and overseeing its transport infrastructure and state-owned transport companies.
E174496 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: Ministry of Transport of Romania | Statement: [TAROM, parentOrganization, Ministry of Transport of Romania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Transport of Romania
Context triple: [TAROM, parentOrganization, Ministry of Transport of Romania]
  • A. Ministry of Internal Affairs of Romania
    The Ministry of Internal Affairs of Romania is the government body responsible for internal security, public order, policing, and the administration of internal affairs across the country.
  • B. 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.
  • C. Directorate-General for Mobility and Transport
    The Directorate-General for Mobility and Transport is the European Commission department responsible for developing and implementing EU policies on transport and mobility across all modes.
  • D. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • E. Ministry of Transport of Egypt
    The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
  • 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: Ministry of Transport of Romania
Triple: [TAROM, parentOrganization, Ministry of Transport of Romania]
Generated description
The Ministry of Transport of Romania is the national government body responsible for formulating and implementing Romania’s transportation policies and overseeing its transport infrastructure and state-owned transport companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Transport of Romania
Target entity description: The Ministry of Transport of Romania is the national government body responsible for formulating and implementing Romania’s transportation policies and overseeing its transport infrastructure and state-owned transport companies.
  • A. Ministry of Internal Affairs of Romania
    The Ministry of Internal Affairs of Romania is the government body responsible for internal security, public order, policing, and the administration of internal affairs across the country.
  • B. 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.
  • C. Directorate-General for Mobility and Transport
    The Directorate-General for Mobility and Transport is the European Commission department responsible for developing and implementing EU policies on transport and mobility across all modes.
  • D. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • E. Ministry of Transport of Egypt
    The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
  • 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_69a885ea86308190998f6bc14bb91f8e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa61f8df00819086f34847e2170e12 completed March 6, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad295da0988190b1dc171bcdfe4d71 completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad29dc9fd08190b67527f0662c92dc completed March 8, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a4d71a88190b67ed21beebbb479 completed March 8, 2026, 7:50 a.m.
Created at: March 4, 2026, 7:26 p.m.