Triple

T1398194
Position Surface form Disambiguated ID Type / Status
Subject Korean Air E30717 entity
Predicate regulatesSafetyWith P11570 FINISHED
Object Ministry of Land, Infrastructure and Transport of South Korea
The Ministry of Land, Infrastructure and Transport of South Korea is a central government ministry responsible for national land planning, transportation systems, infrastructure development, and related regulatory oversight.
E159122 NE FINISHED

How this triple was built (5 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 Land, Infrastructure and Transport of South Korea | Statement: [Korean Air, regulatesSafetyWith, Ministry of Land, Infrastructure and Transport of South Korea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Land, Infrastructure and Transport of South Korea
Context triple: [Korean Air, regulatesSafetyWith, Ministry of Land, Infrastructure and Transport of South Korea]
  • A. Ministry of Culture, Sports and Tourism of South Korea
    The Ministry of Culture, Sports and Tourism of South Korea is a central government body responsible for national policies on culture, the arts, sports, tourism, and the promotion of Korean heritage and content domestically and abroad.
  • B. Government-General of Korea
    The Government-General of Korea was the Japanese colonial administration that ruled Korea from 1910 to 1945, overseeing political control, economic exploitation, and cultural assimilation under imperial Japan.
  • C. South Korean government
    The South Korean government is the national governing authority of South Korea, responsible for administering the country’s laws, policies, and public services under a democratic system.
  • 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. Ministry of Education of South Korea
    The Ministry of Education of South Korea is the central government body responsible for formulating and overseeing national education policies, curricula, and administration across all levels of schooling in South Korea.
  • 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 Land, Infrastructure and Transport of South Korea
Triple: [Korean Air, regulatesSafetyWith, Ministry of Land, Infrastructure and Transport of South Korea]
Generated description
The Ministry of Land, Infrastructure and Transport of South Korea is a central government ministry responsible for national land planning, transportation systems, infrastructure development, and related regulatory oversight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Land, Infrastructure and Transport of South Korea
Target entity description: The Ministry of Land, Infrastructure and Transport of South Korea is a central government ministry responsible for national land planning, transportation systems, infrastructure development, and related regulatory oversight.
  • A. Ministry of Culture, Sports and Tourism of South Korea
    The Ministry of Culture, Sports and Tourism of South Korea is a central government body responsible for national policies on culture, the arts, sports, tourism, and the promotion of Korean heritage and content domestically and abroad.
  • B. Government-General of Korea
    The Government-General of Korea was the Japanese colonial administration that ruled Korea from 1910 to 1945, overseeing political control, economic exploitation, and cultural assimilation under imperial Japan.
  • C. South Korean government
    The South Korean government is the national governing authority of South Korea, responsible for administering the country’s laws, policies, and public services under a democratic system.
  • 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. Ministry of Education of South Korea
    The Ministry of Education of South Korea is the central government body responsible for formulating and overseeing national education policies, curricula, and administration across all levels of schooling in South Korea.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: regulatesSafetyWith
Context triple: [Korean Air, regulatesSafetyWith, Ministry of Land, Infrastructure and Transport of South Korea]
  • A. hasSafetyRegulationCompliance
    Indicates that an entity adheres to, satisfies, or is in conformity with specified safety regulations or standards.
  • B. regulatesWith
    Indicates that one entity controls, modulates, or influences the activity, state, or behavior of another entity through some regulatory mechanism or interaction.
  • C. regulatesComplianceWith chosen
    Indicates that one entity oversees, enforces, or sets rules to ensure another entity adheres to specified standards, laws, or requirements.
  • D. safetyRequirement
    Indicates that one entity specifies or imposes conditions, standards, or measures necessary to ensure the safety of another entity or activity.
  • E. regulatesUse
    Indicates that one entity controls, governs, or sets rules for how another entity may be used.
  • F. None of above.

Provenance (6 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_69a498fd4e408190bd73eca30ea9754c completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c382b6588190833c39ac84fb6139 completed March 1, 2026, 10:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69acde353b148190b9122f1d6d80fbd4 completed March 8, 2026, 2:25 a.m.
NEDg Description generation batch_69acdea5150c8190ab248df8852bcde6 completed March 8, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69acdefd76708190be68b157e83cfd87 completed March 8, 2026, 2:29 a.m.
PD Predicate disambiguation batch_69a4bf017f8081908572121560ec621f completed March 1, 2026, 10:34 p.m.
Created at: March 1, 2026, 7:59 p.m.