Triple

T2358396
Position Surface form Disambiguated ID Type / Status
Subject Collective Security Treaty Organization E47210 entity
Predicate hasMilitaryStructure P4206 FINISHED
Object 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.
E258001 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: Collective Rapid Deployment Forces in Central Asia | Statement: [Collective Security Treaty Organization, hasMilitaryStructure, Collective Rapid Deployment Forces in Central Asia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Collective Rapid Deployment Forces in Central Asia
Context triple: [Collective Security Treaty Organization, hasMilitaryStructure, Collective Rapid Deployment Forces in Central Asia]
  • A. America’s Contingency Corps
    America’s Contingency Corps is the nickname of the U.S. Army’s XVIII Airborne Corps, an elite rapid-deployment formation specializing in airborne and expeditionary operations worldwide.
  • B. America’s Expeditionary Force in Readiness
    America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
  • C. On Guard of Russia’s Borders
    "On Guard of Russia’s Borders" is the official motto of the Federal Border Guard Service of Russia, emphasizing its mission to protect and secure the nation’s frontiers.
  • D. Rapid Deployment Joint Task Force
    The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
  • E. Combined Security Transition Command – Afghanistan
    The Combined Security Transition Command – Afghanistan was a U.S.-led multinational military organization responsible for training, equipping, and developing Afghanistan’s national security forces and institutions after 2006.
  • 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: Collective Rapid Deployment Forces in Central Asia
Triple: [Collective Security Treaty Organization, hasMilitaryStructure, Collective Rapid Deployment Forces in Central Asia]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Collective Rapid Deployment Forces in Central Asia
Target entity description: 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.
  • A. America’s Contingency Corps
    America’s Contingency Corps is the nickname of the U.S. Army’s XVIII Airborne Corps, an elite rapid-deployment formation specializing in airborne and expeditionary operations worldwide.
  • B. America’s Expeditionary Force in Readiness
    America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
  • C. On Guard of Russia’s Borders
    "On Guard of Russia’s Borders" is the official motto of the Federal Border Guard Service of Russia, emphasizing its mission to protect and secure the nation’s frontiers.
  • D. Rapid Deployment Joint Task Force
    The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
  • E. Combined Security Transition Command – Afghanistan
    The Combined Security Transition Command – Afghanistan was a U.S.-led multinational military organization responsible for training, equipping, and developing Afghanistan’s national security forces and institutions after 2006.
  • 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_69a88a1a4a6081908645b0f2914521ab completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abd0d813dc8190aa331cdca0b75eca completed March 7, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae9638ef948190adf945aba42fac76 completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae96fc0b508190b1da6aa41cddc488 completed March 9, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ae977e539c81909cef638cc61e5ec1 completed March 9, 2026, 9:48 a.m.
Created at: March 4, 2026, 7:55 p.m.