Triple

T4059025
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of Kazakhstan E84763 entity
Predicate hasBranch P35 FINISHED
Object Air Assault Forces of Kazakhstan
The Air Assault Forces of Kazakhstan are an elite rapid-reaction airborne and air-mobile component of the country’s military, trained for high-mobility operations and specialized assault missions.
 E411914 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: Air Assault Forces of Kazakhstan | Statement: [Armed Forces of Kazakhstan, hasBranch, Air Assault Forces of Kazakhstan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Air Assault Forces of Kazakhstan
Context triple: [Armed Forces of Kazakhstan, hasBranch, Air Assault Forces of Kazakhstan]
  • A. Armed Forces of Kazakhstan
    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. Collective Rapid Deployment Forces in Central Asia
    The Collective Rapid Deployment Forces in Central Asia are a joint CSTO military contingent designed for rapid response to regional security threats and crises in the Central Asian region.
  • C. Armed Forces of Uzbekistan
    The Armed Forces of Uzbekistan are the military organization responsible for defending the Republic of Uzbekistan, comprising its army, air and air defense forces, and other security branches.
  • D. KSK
    KSK is the commonly used abbreviation for Karşıyaka S.K., a Turkish multi-sport club best known for its football and basketball teams.
  • E. Construction Troops of Bulgaria
    The Construction Troops of Bulgaria were a specialized formation within the Bulgarian People's Army responsible for large-scale construction, engineering, and infrastructure projects, often using conscripted labor.
  • 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: Air Assault Forces of Kazakhstan
Triple: [Armed Forces of Kazakhstan, hasBranch, Air Assault Forces of Kazakhstan]
Generated description
The Air Assault Forces of Kazakhstan are an elite rapid-reaction airborne and air-mobile component of the country’s military, trained for high-mobility operations and specialized assault missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Air Assault Forces of Kazakhstan
Target entity description: The Air Assault Forces of Kazakhstan are an elite rapid-reaction airborne and air-mobile component of the country’s military, trained for high-mobility operations and specialized assault missions.
  • A. Armed Forces of Kazakhstan
    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. Collective Rapid Deployment Forces in Central Asia
    The Collective Rapid Deployment Forces in Central Asia are a joint CSTO military contingent designed for rapid response to regional security threats and crises in the Central Asian region.
  • C. Armed Forces of Uzbekistan
    The Armed Forces of Uzbekistan are the military organization responsible for defending the Republic of Uzbekistan, comprising its army, air and air defense forces, and other security branches.
  • D. KSK
    KSK is the commonly used abbreviation for Karşıyaka S.K., a Turkish multi-sport club best known for its football and basketball teams.
  • E. Construction Troops of Bulgaria
    The Construction Troops of Bulgaria were a specialized formation within the Bulgarian People's Army responsible for large-scale construction, engineering, and infrastructure projects, often using conscripted labor.
  • 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefbd13b4481908f9c09cc4f4a9724 completed March 9, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562a6250081908f289f43b066b04d completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563b3db0481909f3dd2a9e6a88e6e completed March 14, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69b567e223cc8190aa1d7e827e6c70fd completed March 14, 2026, 1:51 p.m.
Created at: March 9, 2026, 3:38 p.m.