Triple

T1829516
Position Surface form Disambiguated ID Type / Status
Subject EUTM Mali E40728 entity
Predicate isPartOf P10 FINISHED
Object EU integrated approach to the Sahel
The EU integrated approach to the Sahel is a comprehensive European Union strategy that combines security, development, humanitarian, and diplomatic efforts to address instability and promote sustainable development across the Sahel region.
E203426 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: EU integrated approach to the Sahel | Statement: [EUTM Mali, isPartOf, EU integrated approach to the Sahel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EU integrated approach to the Sahel
Context triple: [EUTM Mali, isPartOf, EU integrated approach to the Sahel]
  • A. EUCAP Sahel Niger
    EUCAP Sahel Niger is a European Union civilian mission that supports Nigerien security forces in strengthening rule of law, counterterrorism, and border management capacities in the Sahel region.
  • B. 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.
  • C. G5 Sahel
    G5 Sahel is a regional cooperation framework of five West African countries focused on security, development, and counterterrorism in the Sahel region.
  • D. 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.
  • E. Community of Sahel-Saharan States
    The Community of Sahel-Saharan States is a regional organization of African countries focused on promoting economic integration, political cooperation, and security across the Sahel and Sahara regions.
  • 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: EU integrated approach to the Sahel
Triple: [EUTM Mali, isPartOf, EU integrated approach to the Sahel]
Generated description
The EU integrated approach to the Sahel is a comprehensive European Union strategy that combines security, development, humanitarian, and diplomatic efforts to address instability and promote sustainable development across the Sahel region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EU integrated approach to the Sahel
Target entity description: The EU integrated approach to the Sahel is a comprehensive European Union strategy that combines security, development, humanitarian, and diplomatic efforts to address instability and promote sustainable development across the Sahel region.
  • A. EUCAP Sahel Niger
    EUCAP Sahel Niger is a European Union civilian mission that supports Nigerien security forces in strengthening rule of law, counterterrorism, and border management capacities in the Sahel region.
  • B. 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.
  • C. G5 Sahel
    G5 Sahel is a regional cooperation framework of five West African countries focused on security, development, and counterterrorism in the Sahel region.
  • D. 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.
  • E. Community of Sahel-Saharan States
    The Community of Sahel-Saharan States is a regional organization of African countries focused on promoting economic integration, political cooperation, and security across the Sahel and Sahara regions.
  • 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_69a8864644bc8190b2358ab897194ac1 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb012e174819090c188e55a9812b4 completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf6d49988190b8cb1773609a379b completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc07fff60819092b10dd0e417ac5a completed March 8, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69adc0fd79c48190864f53a90517edc6 completed March 8, 2026, 6:33 p.m.
Created at: March 4, 2026, 7:32 p.m.