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.