Triple

T155529
Position Surface form Disambiguated ID Type / Status
Subject UN peacekeepers E3170 entity
Predicate notableOperation P2336 FINISHED
Object United Nations Multidimensional Integrated Stabilization Mission in Mali
The United Nations Multidimensional Integrated Stabilization Mission in Mali (MINUSMA) is a UN peacekeeping operation established to support political processes and stabilize Mali amid ongoing conflict and insecurity.
E21418 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: United Nations Multidimensional Integrated Stabilization Mission in Mali | Statement: [UN peacekeepers, notableOperation, United Nations Multidimensional Integrated Stabilization Mission in Mali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Nations Multidimensional Integrated Stabilization Mission in Mali
Context triple: [UN peacekeepers, notableOperation, United Nations Multidimensional Integrated Stabilization Mission in Mali]
  • A. United Nations Organization Stabilization Mission in the Democratic Republic of the Congo
    The United Nations Organization Stabilization Mission in the Democratic Republic of the Congo (MONUSCO) is a long-running UN peacekeeping operation tasked with protecting civilians, supporting stabilization, and assisting the government in addressing armed conflict and insecurity in the DRC.
  • B. United Nations Mission in South Sudan
    The United Nations Mission in South Sudan (UNMISS) is a UN peacekeeping operation tasked with protecting civilians, supporting the implementation of peace agreements, and helping to build state institutions in the world’s newest country.
  • C. United Nations Interim Force in Lebanon
    The United Nations Interim Force in Lebanon is a long-standing UN peacekeeping mission deployed in southern Lebanon to monitor ceasefires, support the Lebanese government’s authority, and help maintain stability along the border with Israel.
  • D. Operation Barkhane
    Operation Barkhane was a long-term French-led counterterrorism and counterinsurgency military campaign conducted across the Sahel region of Africa from 2014 to 2022.
  • E. United Nations Emergency Force
    The United Nations Emergency Force was the first major UN peacekeeping mission, created in 1956 to supervise the ceasefire and withdrawal of forces after the Suez Crisis.
  • 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: United Nations Multidimensional Integrated Stabilization Mission in Mali
Triple: [UN peacekeepers, notableOperation, United Nations Multidimensional Integrated Stabilization Mission in Mali]
Generated description
The United Nations Multidimensional Integrated Stabilization Mission in Mali (MINUSMA) is a UN peacekeeping operation established to support political processes and stabilize Mali amid ongoing conflict and insecurity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Nations Multidimensional Integrated Stabilization Mission in Mali
Target entity description: The United Nations Multidimensional Integrated Stabilization Mission in Mali (MINUSMA) is a UN peacekeeping operation established to support political processes and stabilize Mali amid ongoing conflict and insecurity.
  • A. United Nations Organization Stabilization Mission in the Democratic Republic of the Congo
    The United Nations Organization Stabilization Mission in the Democratic Republic of the Congo (MONUSCO) is a long-running UN peacekeeping operation tasked with protecting civilians, supporting stabilization, and assisting the government in addressing armed conflict and insecurity in the DRC.
  • B. United Nations Mission in South Sudan
    The United Nations Mission in South Sudan (UNMISS) is a UN peacekeeping operation tasked with protecting civilians, supporting the implementation of peace agreements, and helping to build state institutions in the world’s newest country.
  • C. United Nations Interim Force in Lebanon
    The United Nations Interim Force in Lebanon is a long-standing UN peacekeeping mission deployed in southern Lebanon to monitor ceasefires, support the Lebanese government’s authority, and help maintain stability along the border with Israel.
  • D. Operation Barkhane
    Operation Barkhane was a long-term French-led counterterrorism and counterinsurgency military campaign conducted across the Sahel region of Africa from 2014 to 2022.
  • E. United Nations Emergency Force
    The United Nations Emergency Force was the first major UN peacekeeping mission, created in 1956 to supervise the ceasefire and withdrawal of forces after the Suez Crisis.
  • 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_69a2527757ec819090b8becb2cf1a862 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a2582eb6408190beb38213c7d7d968 completed Feb. 28, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2e3bd8ee88190a708c0aa20b3c7d7 completed Feb. 28, 2026, 12:46 p.m.
NEDg Description generation batch_69a2e4a237e88190bc4393c308c315b5 completed Feb. 28, 2026, 12:50 p.m.
NED2 Entity disambiguation (via description) batch_69a2e51d4394819099303040d072b165 completed Feb. 28, 2026, 12:52 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.