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.