Triple

T15886157
Position Surface form Disambiguated ID Type / Status
Subject Kairat Abdrakhmanov E385196 entity
Predicate memberOf P10 FINISHED
Object Ministry of Foreign Affairs of Kazakhstan
The Ministry of Foreign Affairs of Kazakhstan is the government body responsible for managing the country's diplomatic relations, foreign policy, and international cooperation.
 E1181160 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: Ministry of Foreign Affairs of Kazakhstan | Statement: [Kairat Abdrakhmanov, memberOf, Ministry of Foreign Affairs of Kazakhstan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Foreign Affairs of Kazakhstan
Context triple: [Kairat Abdrakhmanov, memberOf, Ministry of Foreign Affairs of Kazakhstan]
  • A. Security Council of Kazakhstan
    The Security Council of Kazakhstan is a key national body responsible for coordinating and overseeing the country’s security, defense, and strategic policy decisions.
  • B. Government of Kazakhstan
    The Government of Kazakhstan is the central executive authority of the Republic of Kazakhstan, responsible for national policy-making, administration, and implementation of laws across the country.
  • C. Embassy of Kazakhstan to the United States
    The Embassy of Kazakhstan to the United States is Kazakhstan’s primary diplomatic mission in Washington, D.C., representing its government in political, economic, and cultural relations with the U.S.
  • D. Ministry of Foreign Affairs of Turkmenistan
    The Ministry of Foreign Affairs of Turkmenistan is the central government body responsible for managing the country’s international relations, diplomacy, and foreign policy.
  • E. Ministry of Finance of Kazakhstan
    The Ministry of Finance of Kazakhstan is the central government body responsible for formulating and implementing the country’s fiscal policy, managing the state budget, and overseeing public financial management.
  • 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 Foreign Affairs of Kazakhstan
Triple: [Kairat Abdrakhmanov, memberOf, Ministry of Foreign Affairs of Kazakhstan]
Generated description
The Ministry of Foreign Affairs of Kazakhstan is the government body responsible for managing the country's diplomatic relations, foreign policy, and international cooperation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ministry of Foreign Affairs of Kazakhstan
Target entity description: The Ministry of Foreign Affairs of Kazakhstan is the government body responsible for managing the country's diplomatic relations, foreign policy, and international cooperation.
  • A. Security Council of Kazakhstan
    The Security Council of Kazakhstan is a key national body responsible for coordinating and overseeing the country’s security, defense, and strategic policy decisions.
  • B. Government of Kazakhstan
    The Government of Kazakhstan is the central executive authority of the Republic of Kazakhstan, responsible for national policy-making, administration, and implementation of laws across the country.
  • C. Embassy of Kazakhstan to the United States
    The Embassy of Kazakhstan to the United States is Kazakhstan’s primary diplomatic mission in Washington, D.C., representing its government in political, economic, and cultural relations with the U.S.
  • D. Ministry of Foreign Affairs of Turkmenistan
    The Ministry of Foreign Affairs of Turkmenistan is the central government body responsible for managing the country’s international relations, diplomacy, and foreign policy.
  • E. Ministry of Finance of Kazakhstan
    The Ministry of Finance of Kazakhstan is the central government body responsible for formulating and implementing the country’s fiscal policy, managing the state budget, and overseeing public financial management.
  • 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_69d86da5b800819083a31be937d738b0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1561a68d8819099e60e2f1f0db07a completed April 16, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa95651f88190a9aac72a667b999f completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa07df788190bae67f3d9a800331 completed May 9, 2026, 9:41 p.m.
NED2 Entity disambiguation (via description) batch_69ffaaa92a648190a09829ef3197223c completed May 9, 2026, 9:44 p.m.
Created at: April 10, 2026, 4:51 a.m.