Triple

T17274257
Position Surface form Disambiguated ID Type / Status
Subject Beslan school siege E419343 entity
Predicate perpetrator P698 FINISHED
Object Ingush militants
Ingush militants are armed insurgents from the Ingushetia region of Russia, often associated with Islamist and separatist movements in the North Caucasus.
E1260703 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: Ingush militants | Statement: [Beslan school siege, perpetrator, Ingush militants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ingush militants
Context triple: [Beslan school siege, perpetrator, Ingush militants]
  • A. Kadyrovtsy
    Kadyrovtsy are pro-Ramzan Kadyrov Chechen security and paramilitary forces known for their loyalty to Kadyrov and their controversial role in Chechnya and broader Russian military operations.
  • B. Hema militias
    Hema militias are armed groups drawn largely from the Hema ethnic community in northeastern Democratic Republic of the Congo, known for their central role in the ethnically driven violence and atrocities of the Ituri conflict.
  • C. Armed Forces of the Chechen Republic of Ichkeria
    The Armed Forces of the Chechen Republic of Ichkeria were the separatist military forces of the self-proclaimed Chechen Republic of Ichkeria that fought against Russian federal troops in the 1990s and early 2000s.
  • D. Medinan insurgents
    Medinan insurgents were a faction of residents and leaders in Medina who rose in armed rebellion against the Umayyad Caliphate during the Second Fitna.
  • E. Fedayeen
    Fedayeen is a term used in the Middle East to describe guerrilla fighters or commandos who undertake high-risk or self-sacrificial missions, often for nationalist or ideological causes.
  • 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: Ingush militants
Triple: [Beslan school siege, perpetrator, Ingush militants]
Generated description
Ingush militants are armed insurgents from the Ingushetia region of Russia, often associated with Islamist and separatist movements in the North Caucasus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ingush militants
Target entity description: Ingush militants are armed insurgents from the Ingushetia region of Russia, often associated with Islamist and separatist movements in the North Caucasus.
  • A. Kadyrovtsy
    Kadyrovtsy are pro-Ramzan Kadyrov Chechen security and paramilitary forces known for their loyalty to Kadyrov and their controversial role in Chechnya and broader Russian military operations.
  • B. Hema militias
    Hema militias are armed groups drawn largely from the Hema ethnic community in northeastern Democratic Republic of the Congo, known for their central role in the ethnically driven violence and atrocities of the Ituri conflict.
  • C. Armed Forces of the Chechen Republic of Ichkeria
    The Armed Forces of the Chechen Republic of Ichkeria were the separatist military forces of the self-proclaimed Chechen Republic of Ichkeria that fought against Russian federal troops in the 1990s and early 2000s.
  • D. Medinan insurgents
    Medinan insurgents were a faction of residents and leaders in Medina who rose in armed rebellion against the Umayyad Caliphate during the Second Fitna.
  • E. Fedayeen
    Fedayeen is a term used in the Middle East to describe guerrilla fighters or commandos who undertake high-risk or self-sacrificial missions, often for nationalist or ideological causes.
  • 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_69d886da626481908a14ce7830329a35 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42f4c209c81909c713ed78f2cb19a completed April 19, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01794f6cf481909d76e3d61f9888c5 completed May 11, 2026, 6:38 a.m.
NEDg Description generation batch_6a017b5abdc481909832a6e46d21b34b completed May 11, 2026, 6:46 a.m.
NED2 Entity disambiguation (via description) batch_6a017bcf8a6081908922f5ef2673abae completed May 11, 2026, 6:48 a.m.
Created at: April 10, 2026, 5:40 a.m.