Triple

T6122903
Position Surface form Disambiguated ID Type / Status
Subject North Korean nuclear weapons program E136524 entity
Predicate diplomaticProcess P15536 FINISHED
Object Six-Party Talks
The Six-Party Talks were multilateral negotiations involving North and South Korea, the United States, China, Japan, and Russia aimed at resolving security concerns over North Korea’s nuclear program.
E572005 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: Six-Party Talks | Statement: [North Korean nuclear weapons program, diplomaticProcess, Six-Party Talks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Six-Party Talks
Context triple: [North Korean nuclear weapons program, diplomaticProcess, Six-Party Talks]
  • A. Two Plus Four Agreement negotiations
    The Two Plus Four Agreement negotiations were the 1990 diplomatic talks between the two German states and the four Allied powers that produced the treaty enabling German reunification and restoring full sovereignty to Germany.
  • B. Panmunjom
    Panmunjom is a village in the Demilitarized Zone (DMZ) between North and South Korea that serves as a symbolic site for inter-Korean negotiations and military talks.
  • C. U.S.–North Korea relations
    U.S.–North Korea relations are the historically tense and often hostile diplomatic, military, and ideological interactions between the United States and North Korea, shaped by the Korean War, nuclear weapons disputes, and periodic negotiations and crises.
  • D. Panmunjom Declaration
    The Panmunjom Declaration is a 2018 inter-Korean agreement in which the leaders of North and South Korea pledged to work toward peace, denuclearization, and improved relations on the Korean Peninsula.
  • E. China–North Korea relations
    China–North Korea relations encompass the historically close yet strategically complex political, military, and economic ties between the People’s Republic of China and the Democratic People’s Republic of 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: Six-Party Talks
Triple: [North Korean nuclear weapons program, diplomaticProcess, Six-Party Talks]
Generated description
The Six-Party Talks were multilateral negotiations involving North and South Korea, the United States, China, Japan, and Russia aimed at resolving security concerns over North Korea’s nuclear program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Six-Party Talks
Target entity description: The Six-Party Talks were multilateral negotiations involving North and South Korea, the United States, China, Japan, and Russia aimed at resolving security concerns over North Korea’s nuclear program.
  • A. Two Plus Four Agreement negotiations
    The Two Plus Four Agreement negotiations were the 1990 diplomatic talks between the two German states and the four Allied powers that produced the treaty enabling German reunification and restoring full sovereignty to Germany.
  • B. Panmunjom
    Panmunjom is a village in the Demilitarized Zone (DMZ) between North and South Korea that serves as a symbolic site for inter-Korean negotiations and military talks.
  • C. U.S.–North Korea relations
    U.S.–North Korea relations are the historically tense and often hostile diplomatic, military, and ideological interactions between the United States and North Korea, shaped by the Korean War, nuclear weapons disputes, and periodic negotiations and crises.
  • D. Panmunjom Declaration
    The Panmunjom Declaration is a 2018 inter-Korean agreement in which the leaders of North and South Korea pledged to work toward peace, denuclearization, and improved relations on the Korean Peninsula.
  • E. China–North Korea relations
    China–North Korea relations encompass the historically close yet strategically complex political, military, and economic ties between the People’s Republic of China and the Democratic People’s Republic of Korea.
  • 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_69c0089f851c81909e5e189a617dcff6 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05c247b7081909972b40afb165e6f completed March 22, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135abcef08190a899d7ba261ebb04 completed March 23, 2026, 12:44 p.m.
NEDg Description generation batch_69c13877c7148190aa4d583206a53185 completed March 23, 2026, 12:56 p.m.
NED2 Entity disambiguation (via description) batch_69c138eccd4c8190bf540f84ba6c1d65 completed March 23, 2026, 12:58 p.m.
Created at: March 22, 2026, 4:14 p.m.