Triple

T24428399

Position	Surface form	Disambiguated ID	Type / Status
Subject	Fifth Republic of South Korea	`E615923`	entity
Predicate	securityLawUsed	`P133917`	FINISHED
Object	National Security Law of South Korea The National Security Law of South Korea is a controversial Cold War–era statute that criminalizes activities deemed supportive of North Korea or hostile to the South Korean state, and has long been criticized for its use in suppressing political dissent and civil liberties.	`E1635136`	NE FINISHED

How this triple was built (3 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: National Security Law of South Korea | Statement: [Fifth Republic of South Korea, securityLawUsed, National Security Law of South Korea]

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: National Security Law of South Korea
Triple: [Fifth Republic of South Korea, securityLawUsed, National Security Law of South Korea]

Generated description

The National Security Law of South Korea is a controversial Cold War–era statute that criminalizes activities deemed supportive of North Korea or hostile to the South Korean state, and has long been criticized for its use in suppressing political dissent and civil liberties.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: securityLawUsed
Context triple: [Fifth Republic of South Korea, securityLawUsed, National Security Law of South Korea]

A. usesLawTo chosen
Indicates that one entity applies or relies on a specific law as a means or tool to affect, regulate, or influence another entity or situation.
B. legalAct
Indicates that an entity performs, enacts, or is involved in a formal legal action, measure, or proceeding under a legal framework.
C. stateOfLaw
Indicates that a specified legal condition, rule, or status is currently in force or applicable within a given jurisdiction or context.
D. legalIn
Indicates that an action, status, or entity is permitted or valid under the laws or regulations of a specified jurisdiction.
E. legalExceptionUnitedStates
Indicates that the usual legal rule or requirement does not apply in the United States due to a specific statutory, regulatory, or judicially recognized exception.
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_69e2d7eadb248190a867130fe45f0388`	completed	April 18, 2026, 1:01 a.m.
NER	Named-entity recognition	`batch_69f296a983d88190904b559694363a19`	completed	April 29, 2026, 11:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0fe37348e48190afdd795369b91f7f`	completed	May 22, 2026, 5:02 a.m.
NEDg	Description generation	`batch_6a0fe5b4e9608190b81c772a59cc6cb1`	completed	May 22, 2026, 5:12 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0fe66789b081909367016e0118a951`	completed	May 22, 2026, 5:15 a.m.
PD	Predicate disambiguation	`batch_69f287cc4fd4819081e93cc638d9512d`	completed	April 29, 2026, 10:35 p.m.

Created at: April 18, 2026, 2:15 a.m.