Triple

T769507
Position Surface form Disambiguated ID Type / Status
Subject Australian Army E16248 entity
Predicate conflict P12 FINISHED
Object Somalia peacekeeping operations
Somalia peacekeeping operations were international military and humanitarian missions in the early 1990s aimed at stabilizing Somalia amid civil war and famine under United Nations mandates.
E91308 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: Somalia peacekeeping operations | Statement: [Australian Army, conflict, Somalia peacekeeping operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Somalia peacekeeping operations
Context triple: [Australian Army, conflict, Somalia peacekeeping operations]
  • A. United Nations Operation in Côte d’Ivoire
    The United Nations Operation in Côte d’Ivoire (UNOCI) was a UN peacekeeping mission established to help stabilize the country, support the implementation of peace agreements, and assist in organizing elections following the Ivorian civil conflict.
  • B. 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.
  • C. UN peacekeepers
    UN peacekeepers are international military and police personnel deployed by the United Nations to help maintain peace and security in conflict-affected regions around the world.
  • D. EUCAP Sahel Mali
    EUCAP Sahel Mali is a European Union civilian mission that supports Mali in strengthening its internal security forces, rule of law, and capacity to combat terrorism and organized crime.
  • E. African-led International Support Mission to Mali
    The African-led International Support Mission to Mali (AFISMA) was a West African regional military intervention force, authorized by the United Nations and led by ECOWAS, deployed to help stabilize Mali during the 2012–2013 conflict against Islamist and separatist insurgents.
  • 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: Somalia peacekeeping operations
Triple: [Australian Army, conflict, Somalia peacekeeping operations]
Generated description
Somalia peacekeeping operations were international military and humanitarian missions in the early 1990s aimed at stabilizing Somalia amid civil war and famine under United Nations mandates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Somalia peacekeeping operations
Target entity description: Somalia peacekeeping operations were international military and humanitarian missions in the early 1990s aimed at stabilizing Somalia amid civil war and famine under United Nations mandates.
  • A. United Nations Operation in Côte d’Ivoire
    The United Nations Operation in Côte d’Ivoire (UNOCI) was a UN peacekeeping mission established to help stabilize the country, support the implementation of peace agreements, and assist in organizing elections following the Ivorian civil conflict.
  • B. 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.
  • C. UN peacekeepers
    UN peacekeepers are international military and police personnel deployed by the United Nations to help maintain peace and security in conflict-affected regions around the world.
  • D. EUCAP Sahel Mali
    EUCAP Sahel Mali is a European Union civilian mission that supports Mali in strengthening its internal security forces, rule of law, and capacity to combat terrorism and organized crime.
  • E. African-led International Support Mission to Mali
    The African-led International Support Mission to Mali (AFISMA) was a West African regional military intervention force, authorized by the United Nations and led by ECOWAS, deployed to help stabilize Mali during the 2012–2013 conflict against Islamist and separatist insurgents.
  • 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_69a49369a0848190af883934cee3db4c completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a70376988190be2826259f5281ab completed March 1, 2026, 8:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a66678f7ac819095eafccf44c6588e completed March 3, 2026, 4:41 a.m.
NEDg Description generation batch_69a6698255d4819095df00abfe896eac completed March 3, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69a66a495cf08190b3a2e2002c089634 completed March 3, 2026, 4:57 a.m.
Created at: March 1, 2026, 7:37 p.m.