Triple

T8591023
Position Surface form Disambiguated ID Type / Status
Subject EU integrated approach to the Sahel E203426 entity
Predicate relatedTo P37 FINISHED
Object EU Strategy for Security and Development in the Sahel
The EU Strategy for Security and Development in the Sahel is a comprehensive policy framework guiding the European Union’s political, security, and development engagement to address instability, terrorism, and poverty in 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 Strategy for Security and Development in the Sahel | Statement: [EU integrated approach to the Sahel, relatedTo, EU Strategy for Security and Development in the Sahel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EU Strategy for Security and Development in the Sahel
Context triple: [EU integrated approach to the Sahel, relatedTo, EU Strategy for Security and Development in the Sahel]
  • A. 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.
  • 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. 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.
  • D. Council conclusions on Mali and the Sahel
    The "Council conclusions on Mali and the Sahel" are formal statements by the Council of the European Union outlining the EU’s political stance, priorities, and planned actions regarding security, stability, and development in Mali and the wider Sahel region.
  • E. African Peace and Security Architecture
    The African Peace and Security Architecture is the African Union’s overarching framework for preventing, managing, and resolving conflicts across the African continent.
  • 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 Strategy for Security and Development in the Sahel
Triple: [EU integrated approach to the Sahel, relatedTo, EU Strategy for Security and Development in the Sahel]
Generated description
The EU Strategy for Security and Development in the Sahel is a comprehensive policy framework guiding the European Union’s political, security, and development engagement to address instability, terrorism, and poverty in the Sahel region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EU Strategy for Security and Development in the Sahel
Target entity description: The EU Strategy for Security and Development in the Sahel is a comprehensive policy framework guiding the European Union’s political, security, and development engagement to address instability, terrorism, and poverty in the Sahel region.
  • A. EU integrated approach to the Sahel chosen
    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.
  • 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. 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.
  • D. Council conclusions on Mali and the Sahel
    The "Council conclusions on Mali and the Sahel" are formal statements by the Council of the European Union outlining the EU’s political stance, priorities, and planned actions regarding security, stability, and development in Mali and the wider Sahel region.
  • E. African Peace and Security Architecture
    The African Peace and Security Architecture is the African Union’s overarching framework for preventing, managing, and resolving conflicts across the African continent.
  • F. None of above.

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_69ca832a7f108190b4e4f5648abf4aa2 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc4665f1708190b736dd67593234d7 completed March 31, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8b584088190bc5b8b2785894d82 completed April 2, 2026, 5:34 p.m.
NEDg Description generation batch_69cea9cff1ec8190a0093fb42782341e completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa9f7f8c8190965e86880ff141d5 completed April 2, 2026, 5:42 p.m.
Created at: March 30, 2026, 6:23 p.m.