Triple

T21726168
Position Surface form Disambiguated ID Type / Status
Subject Ministry of State Security (North Korea) E536279 entity
Predicate alsoKnownAs P39 FINISHED
Object MSS (North Korea)
MSS (North Korea) is the primary intelligence and secret police agency of North Korea, responsible for internal security, surveillance, and political repression.
 E1497998 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: MSS (North Korea) | Statement: [Ministry of State Security (North Korea), alsoKnownAs, MSS (North Korea)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MSS (North Korea)
Context triple: [Ministry of State Security (North Korea), alsoKnownAs, MSS (North Korea)]
  • A. Reconnaissance General Bureau of North Korea
    The Reconnaissance General Bureau of North Korea is the country’s primary foreign intelligence and clandestine operations agency, responsible for espionage, cyber operations, and covert activities abroad.
  • B. Munhwaŏ
    Munhwaŏ is the standardized form of the Korean language used in North Korea, based primarily on the Pyongyang dialect.
  • C. Pak Hyŏkkŏse
    Pak Hyŏkkŏse is the legendary founding monarch of the ancient Korean kingdom of Silla, traditionally said to have established the state in 57 BCE.
  • D. Nampo
    Nampo is a major port city in southwestern North Korea, known for its industrial facilities and strategic location on the Yellow Sea.
  • E. Panmungak (North Korea)
    Panmungak is a North Korean building and military outpost in the Joint Security Area at the Korean Demilitarized Zone, used for overseeing and hosting inter-Korean and diplomatic interactions.
  • 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: MSS (North Korea)
Triple: [Ministry of State Security (North Korea), alsoKnownAs, MSS (North Korea)]
Generated description
MSS (North Korea) is the primary intelligence and secret police agency of North Korea, responsible for internal security, surveillance, and political repression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MSS (North Korea)
Target entity description: MSS (North Korea) is the primary intelligence and secret police agency of North Korea, responsible for internal security, surveillance, and political repression.
  • A. Reconnaissance General Bureau of North Korea
    The Reconnaissance General Bureau of North Korea is the country’s primary foreign intelligence and clandestine operations agency, responsible for espionage, cyber operations, and covert activities abroad.
  • B. Munhwaŏ
    Munhwaŏ is the standardized form of the Korean language used in North Korea, based primarily on the Pyongyang dialect.
  • C. Pak Hyŏkkŏse
    Pak Hyŏkkŏse is the legendary founding monarch of the ancient Korean kingdom of Silla, traditionally said to have established the state in 57 BCE.
  • D. Nampo
    Nampo is a major port city in southwestern North Korea, known for its industrial facilities and strategic location on the Yellow Sea.
  • E. Panmungak (North Korea)
    Panmungak is a North Korean building and military outpost in the Joint Security Area at the Korean Demilitarized Zone, used for overseeing and hosting inter-Korean and diplomatic interactions.
  • 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_69e0c46d3284819099a4f9d5a704eb95 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efd972ed248190bd0d4ac43efccbfd completed April 27, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24bd96a881908fdef9990e8dc2a9 completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a2752f29c81909dca3f8a54510b2c completed May 17, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_6a0a27cb1e0c8190a0eafacb680552d9 completed May 17, 2026, 8:40 p.m.
Created at: April 16, 2026, 6:48 p.m.