Triple
T660628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Serval |
E11744
|
entity |
| Predicate | alliance |
P600
|
FINISHED |
| Object |
France–Mali military cooperation
France–Mali military cooperation refers to the bilateral defense partnership through which France has provided military support, training, and joint operations assistance to Mali, particularly in counterterrorism efforts in the Sahel region.
|
E11744
|
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: France–Mali military cooperation | Statement: [Operation Serval, alliance, France–Mali military cooperation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: France–Mali military cooperation Context triple: [Operation Serval, alliance, France–Mali military cooperation]
-
A.
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.
-
B.
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.
-
C.
Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
-
D.
Tuareg rebellions in Mali
The Tuareg rebellions in Mali are a series of uprisings by Tuareg groups in northern Mali seeking greater autonomy or independence, which have repeatedly destabilized the region since the 1960s.
-
E.
EUTM Mali
EUTM Mali is a European Union military training mission launched to support and strengthen the Malian armed forces as part of broader international efforts to stabilize Mali and the Sahel region.
- 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: France–Mali military cooperation Triple: [Operation Serval, alliance, France–Mali military cooperation]
Generated description
France–Mali military cooperation refers to the bilateral defense partnership through which France has provided military support, training, and joint operations assistance to Mali, particularly in counterterrorism efforts in the Sahel region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: France–Mali military cooperation Target entity description: France–Mali military cooperation refers to the bilateral defense partnership through which France has provided military support, training, and joint operations assistance to Mali, particularly in counterterrorism efforts in the Sahel region.
-
A.
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.
-
B.
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.
-
C.
Operation Serval
chosen
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
-
D.
Tuareg rebellions in Mali
The Tuareg rebellions in Mali are a series of uprisings by Tuareg groups in northern Mali seeking greater autonomy or independence, which have repeatedly destabilized the region since the 1960s.
-
E.
EUTM Mali
EUTM Mali is a European Union military training mission launched to support and strengthen the Malian armed forces as part of broader international efforts to stabilize Mali and the Sahel region.
- 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_69a4932862a0819098be659c814e4981 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49fa83c6081909fb786d1773fa88c |
completed | March 1, 2026, 8:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c3963c588190b7116f3f7aad2687 |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c47442188190b26b31f2901478a1 |
completed | March 2, 2026, 5:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5ce7f2b6881909f6c657f8b9c5347 |
completed | March 2, 2026, 5:53 p.m. |
Created at: March 1, 2026, 7:36 p.m.