Triple

T231622
Position Surface form Disambiguated ID Type / Status
Subject Bureau of African Affairs E4422 entity
Predicate hasPart P35 FINISHED
Object Office of the Special Envoy for the Sahel
The Office of the Special Envoy for the Sahel is a U.S. diplomatic office focused on coordinating and advancing American policy and engagement in the Sahel region of Africa.
E31641 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: Office of the Special Envoy for the Sahel | Statement: [Bureau of African Affairs, hasPart, Office of the Special Envoy for the Sahel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of the Special Envoy for the Sahel
Context triple: [Bureau of African Affairs, hasPart, Office of the Special Envoy for the Sahel]
  • A. Office of the Special Envoy for Sudan and South Sudan
    The Office of the Special Envoy for Sudan and South Sudan is a U.S. diplomatic office focused on advancing peace, stability, and political engagement in Sudan and South Sudan.
  • B. Office of the Special Envoy for the Great Lakes Region of Africa
    The Office of the Special Envoy for the Great Lakes Region of Africa is a U.S. diplomatic office focused on promoting peace, stability, and regional cooperation in Africa’s Great Lakes region.
  • C. Bureau of African Affairs
    The Bureau of African Affairs is the U.S. State Department division responsible for shaping and implementing American foreign policy and diplomatic relations with countries across the African continent.
  • D. Office of Regional Peace and Security
    The Office of Regional Peace and Security is a division within the U.S. Department of State focused on promoting stability, conflict resolution, and security cooperation across African regions.
  • E. 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.
  • 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: Office of the Special Envoy for the Sahel
Triple: [Bureau of African Affairs, hasPart, Office of the Special Envoy for the Sahel]
Generated description
The Office of the Special Envoy for the Sahel is a U.S. diplomatic office focused on coordinating and advancing American policy and engagement in the Sahel region of Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of the Special Envoy for the Sahel
Target entity description: The Office of the Special Envoy for the Sahel is a U.S. diplomatic office focused on coordinating and advancing American policy and engagement in the Sahel region of Africa.
  • A. Office of the Special Envoy for Sudan and South Sudan
    The Office of the Special Envoy for Sudan and South Sudan is a U.S. diplomatic office focused on advancing peace, stability, and political engagement in Sudan and South Sudan.
  • B. Office of the Special Envoy for the Great Lakes Region of Africa
    The Office of the Special Envoy for the Great Lakes Region of Africa is a U.S. diplomatic office focused on promoting peace, stability, and regional cooperation in Africa’s Great Lakes region.
  • C. Bureau of African Affairs
    The Bureau of African Affairs is the U.S. State Department division responsible for shaping and implementing American foreign policy and diplomatic relations with countries across the African continent.
  • D. Office of Regional Peace and Security
    The Office of Regional Peace and Security is a division within the U.S. Department of State focused on promoting stability, conflict resolution, and security cooperation across African regions.
  • E. 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.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25cadae1c8190be0e8dcf33351187 completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36ceeaf6081908056040506197a18 completed Feb. 28, 2026, 10:32 p.m.
NEDg Description generation batch_69a36d7b01fc8190a5c596b748bbaa53 completed Feb. 28, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69a36df1839081909c743e1357dd400a completed Feb. 28, 2026, 10:36 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.