Triple

T16979759
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Defence of Kazakhstan E411912 entity
Predicate oversees P46 FINISHED
Object Armed Forces of the Republic of Kazakhstan E84763 NE FINISHED

How this triple was built (2 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: Armed Forces of the Republic of Kazakhstan | Statement: [Ministry of Defence of Kazakhstan, oversees, Armed Forces of the Republic of Kazakhstan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Armed Forces of the Republic of Kazakhstan
Context triple: [Ministry of Defence of Kazakhstan, oversees, Armed Forces of the Republic of Kazakhstan]
  • A. Armed Forces of Kazakhstan chosen
    The Armed Forces of Kazakhstan are the national military organization responsible for defending Kazakhstan’s sovereignty and territorial integrity, formed after the country gained independence from the Soviet Union.
  • B. Armed Forces of Kyrgyzstan
    The Armed Forces of Kyrgyzstan are the national military of Kyrgyzstan, responsible for the country’s defense and regional security operations, including participation in multinational peacekeeping efforts.
  • C. Kazakh Air Defense Forces
    The Kazakh Air Defense Forces are the branch of Kazakhstan’s military responsible for protecting the country’s airspace through the operation of air defense systems and aviation units.
  • D. Ministry of Defence of Kazakhstan
    The Ministry of Defence of Kazakhstan is the central government body responsible for formulating and implementing the country’s defense policy, military strategy, and overall command of its armed forces.
  • E. Territorial Troops of Kazakhstan
    The Territorial Troops of Kazakhstan are a reserve and homeland defense component of the country's military, responsible for protecting key facilities and supporting national defense within Kazakhstan’s territory.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d1866bf48190a0ea15c377bf782c completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d477f7ec81909f1f0243004c9050 completed May 10, 2026, 6:54 p.m.
Created at: April 10, 2026, 5:32 a.m.