Triple
T3952027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malian Armed Forces |
E84884
|
entity |
| Predicate | conflict |
P12
|
FINISHED |
| Object | Operation Barkhane |
E12399
|
NE FINISHED |
How this triple was built (2 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: Operation Barkhane | Statement: [Malian Armed Forces, conflict, Operation Barkhane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Barkhane Context triple: [Malian Armed Forces, conflict, Operation Barkhane]
-
A.
Operation Barkhane
chosen
Operation Barkhane was a long-term French-led counterterrorism and counterinsurgency military campaign conducted across the Sahel region of Africa from 2014 to 2022.
-
B.
Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
-
C.
Resolute Support Mission
The Resolute Support Mission was a NATO-led, non-combat mission in Afghanistan focused on training, advising, and assisting Afghan security forces and institutions following the end of major combat operations.
-
D.
Operation Telic
Operation Telic was the codename for the British military campaign in Iraq, beginning with the 2003 invasion and continuing through subsequent occupation and stabilization efforts.
-
E.
Operation Enduring Freedom – Pankisi Gorge
Operation Enduring Freedom – Pankisi Gorge was a U.S.-backed counterterrorism initiative focused on training and assisting Georgian forces to combat militant and al-Qaeda-linked elements in Georgia’s Pankisi Gorge region in the early 2000s.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69aed934fbfc8190847068e4546de963 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef939d1308190930dc2c8272eafa4 |
completed | March 9, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53ffc49f48190949d14113031dd85 |
completed | March 14, 2026, 11:01 a.m. |
Created at: March 9, 2026, 3:30 p.m.