Triple

T20353140
Position Surface form Disambiguated ID Type / Status
Subject Minister of Infrastructure of Ukraine E496067 entity
Predicate hasAuthorityOver P544 FINISHED
Object state road agency of Ukraine
The state road agency of Ukraine is the national government body responsible for managing, developing, and maintaining the country’s public road network.
 E1284019 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: state road agency of Ukraine | Statement: [Minister of Infrastructure of Ukraine, hasAuthorityOver, state road agency of Ukraine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: state road agency of Ukraine
Context triple: [Minister of Infrastructure of Ukraine, hasAuthorityOver, state road agency of Ukraine]
  • A. Ministry of Infrastructure of Ukraine
    The Ministry of Infrastructure of Ukraine is a central government body responsible for formulating and implementing national policy in transport, roads, aviation, maritime, and other infrastructure sectors across the country.
  • B. State Aviation Administration of Ukraine
    The State Aviation Administration of Ukraine is the national civil aviation authority responsible for regulating and overseeing aviation safety, standards, and operations within Ukraine.
  • C. Federal Road Agency of Russia
    The Federal Road Agency of Russia is the national government body responsible for managing, developing, and maintaining the country’s federal highway network.
  • D. General Directorate for National Roads and Motorways
    The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway network.
  • E. State Emergency Service of Ukraine
    The State Emergency Service of Ukraine is the national agency responsible for civil protection, emergency response, disaster management, and rescue operations across Ukraine.
  • 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: state road agency of Ukraine
Triple: [Minister of Infrastructure of Ukraine, hasAuthorityOver, state road agency of Ukraine]
Generated description
The state road agency of Ukraine is the national government body responsible for managing, developing, and maintaining the country’s public road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: state road agency of Ukraine
Target entity description: The state road agency of Ukraine is the national government body responsible for managing, developing, and maintaining the country’s public road network.
  • A. Ministry of Infrastructure of Ukraine chosen
    The Ministry of Infrastructure of Ukraine is a central government body responsible for formulating and implementing national policy in transport, roads, aviation, maritime, and other infrastructure sectors across the country.
  • B. State Aviation Administration of Ukraine
    The State Aviation Administration of Ukraine is the national civil aviation authority responsible for regulating and overseeing aviation safety, standards, and operations within Ukraine.
  • C. Federal Road Agency of Russia
    The Federal Road Agency of Russia is the national government body responsible for managing, developing, and maintaining the country’s federal highway network.
  • D. General Directorate for National Roads and Motorways
    The General Directorate for National Roads and Motorways is Poland’s central government agency responsible for managing, maintaining, and developing the country’s national road and motorway network.
  • E. State Emergency Service of Ukraine
    The State Emergency Service of Ukraine is the national agency responsible for civil protection, emergency response, disaster management, and rescue operations across Ukraine.
  • F. None of above.

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_69e0b4a3f7f48190b37f354574028ca6 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67851c7088190ba960a33c6dfa824 completed April 20, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a086967aef88190b138be722f410e82 completed May 16, 2026, 12:56 p.m.
NEDg Description generation batch_6a0869f7b4208190858fdeae882e008d completed May 16, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a086a893f1c81909bc40e3c4db0e147 completed May 16, 2026, 1 p.m.
Created at: April 16, 2026, 11:25 a.m.