Triple

T4312646
Position Surface form Disambiguated ID Type / Status
Subject South African Army E94108 entity
Predicate engagedIn P149 FINISHED
Object African Union peace support operations
African Union peace support operations are multinational military and civilian missions led by the African Union to stabilize conflict-affected areas, protect civilians, and support peace processes across the African continent.
E430066 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: African Union peace support operations | Statement: [South African Army, engagedIn, African Union peace support operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Union peace support operations
Context triple: [South African Army, engagedIn, African Union peace support operations]
  • A. 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.
  • B. United Nations peace operations
    United Nations peace operations are international missions mandated by the UN to help maintain or restore peace and security in conflict-affected areas through activities such as peacekeeping, mediation, and support to political processes.
  • C. African Peace Facility
    The African Peace Facility was an EU funding instrument that supported African-led peace and security initiatives, including African Union peacekeeping operations and conflict prevention efforts.
  • D. West African peacekeeping forces
    West African peacekeeping forces were a regional military intervention contingent, largely organized under ECOWAS, deployed to stabilize conflict zones such as Liberia during its civil war.
  • E. African Union Mission in Sudan
    The African Union Mission in Sudan (AMIS) was a regional peacekeeping operation deployed by the African Union to monitor ceasefires, protect civilians, and support stability in Sudan’s Darfur region during the mid-2000s conflict.
  • 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: African Union peace support operations
Triple: [South African Army, engagedIn, African Union peace support operations]
Generated description
African Union peace support operations are multinational military and civilian missions led by the African Union to stabilize conflict-affected areas, protect civilians, and support peace processes across the African continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African Union peace support operations
Target entity description: African Union peace support operations are multinational military and civilian missions led by the African Union to stabilize conflict-affected areas, protect civilians, and support peace processes across the African continent.
  • A. 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.
  • B. United Nations peace operations
    United Nations peace operations are international missions mandated by the UN to help maintain or restore peace and security in conflict-affected areas through activities such as peacekeeping, mediation, and support to political processes.
  • C. African Peace Facility
    The African Peace Facility was an EU funding instrument that supported African-led peace and security initiatives, including African Union peacekeeping operations and conflict prevention efforts.
  • D. West African peacekeeping forces
    West African peacekeeping forces were a regional military intervention contingent, largely organized under ECOWAS, deployed to stabilize conflict zones such as Liberia during its civil war.
  • E. African Union Mission in Sudan
    The African Union Mission in Sudan (AMIS) was a regional peacekeeping operation deployed by the African Union to monitor ceasefires, protect civilians, and support stability in Sudan’s Darfur region during the mid-2000s conflict.
  • 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_69b3451886588190a3dd1305ea7c58dc completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b350d8bff88190bcf7dd419d5f4312 completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c75cd5c481908f76c510fec678f9 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c8dc06c48190acc7e6ef33cfa80c completed March 14, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69b5c993a9388190a52e573b013dbe29 completed March 14, 2026, 8:48 p.m.
Created at: March 12, 2026, 11:11 p.m.