Triple

T2144437
Position Surface form Disambiguated ID Type / Status
Subject Battle of Tripoli (2019–2020) E47031 entity
Predicate belligerent P375 FINISHED
Object Russian Wagner Group (supporting LNA)
The Russian Wagner Group (supporting LNA) is a Kremlin-linked private military company that deployed mercenaries, equipment, and tactical support to aid Khalifa Haftar’s Libyan National Army during the 2019–2020 Tripoli offensive.
E236947 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: Russian Wagner Group (supporting LNA) | Statement: [Battle of Tripoli (2019–2020), belligerent, Russian Wagner Group (supporting LNA)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Russian Wagner Group (supporting LNA)
Context triple: [Battle of Tripoli (2019–2020), belligerent, Russian Wagner Group (supporting LNA)]
  • A. Libyan National Army
    The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
  • B. South Ossetian forces
    South Ossetian forces were the separatist military and paramilitary units of the self-proclaimed Republic of South Ossetia that fought against Georgian troops, backed and supported by Russia, during the 2008 conflict and related tensions in the region.
  • C. Libyan Army
    The Libyan Army was the national land warfare branch of Libya’s armed forces that played a central role in Muammar Gaddafi’s rise to power and in the country’s subsequent military and political history.
  • D. Northern Alliance
    The Northern Alliance was a coalition of Afghan anti-Taliban factions that played a key role alongside U.S.-led forces in overthrowing the Taliban regime after 2001.
  • E. Abkhaz forces
    Abkhaz forces were the military units of the breakaway region of Abkhazia that fought alongside Russia against Georgia during the 2008 Russo-Georgian War.
  • 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: Russian Wagner Group (supporting LNA)
Triple: [Battle of Tripoli (2019–2020), belligerent, Russian Wagner Group (supporting LNA)]
Generated description
The Russian Wagner Group (supporting LNA) is a Kremlin-linked private military company that deployed mercenaries, equipment, and tactical support to aid Khalifa Haftar’s Libyan National Army during the 2019–2020 Tripoli offensive.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Russian Wagner Group (supporting LNA)
Target entity description: The Russian Wagner Group (supporting LNA) is a Kremlin-linked private military company that deployed mercenaries, equipment, and tactical support to aid Khalifa Haftar’s Libyan National Army during the 2019–2020 Tripoli offensive.
  • A. Libyan National Army
    The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
  • B. South Ossetian forces
    South Ossetian forces were the separatist military and paramilitary units of the self-proclaimed Republic of South Ossetia that fought against Georgian troops, backed and supported by Russia, during the 2008 conflict and related tensions in the region.
  • C. Libyan Army
    The Libyan Army was the national land warfare branch of Libya’s armed forces that played a central role in Muammar Gaddafi’s rise to power and in the country’s subsequent military and political history.
  • D. Northern Alliance
    The Northern Alliance was a coalition of Afghan anti-Taliban factions that played a key role alongside U.S.-led forces in overthrowing the Taliban regime after 2001.
  • E. Abkhaz forces
    Abkhaz forces were the military units of the breakaway region of Abkhazia that fought alongside Russia against Georgia during the 2008 Russo-Georgian War.
  • 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe223f848190a60bd0f15aed1021 completed March 7, 2026, 5:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51b8152c81908c66d389bf14dc7e completed March 9, 2026, 4:51 a.m.
NEDg Description generation batch_69ae522f0394819087a7e7d9c6ca354c completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae5316acf881908dde9d83c36c8fd0 completed March 9, 2026, 4:56 a.m.
Created at: March 4, 2026, 7:44 p.m.