Triple
T1353404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | François Hollande |
E28932
|
entity |
| Predicate | notableEventDuringTerm |
P17853
|
FINISHED |
| Object | Mali intervention (Operation Serval) |
E11744
|
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: Mali intervention (Operation Serval) | Statement: [François Hollande, notableEventDuringTerm, Mali intervention (Operation Serval)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mali intervention (Operation Serval) Context triple: [François Hollande, notableEventDuringTerm, Mali intervention (Operation Serval)]
-
A.
Operation Serval
chosen
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
-
B.
Operation Barkhane
Operation Barkhane was a long-term French-led counterterrorism and counterinsurgency military campaign conducted across the Sahel region of Africa from 2014 to 2022.
-
C.
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.
-
D.
African-led International Support Mission to Mali
The African-led International Support Mission to Mali (AFISMA) was a West African regional military intervention force, authorized by the United Nations and led by ECOWAS, deployed to help stabilize Mali during the 2012–2013 conflict against Islamist and separatist insurgents.
-
E.
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.
- 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c26e916c8190b4b324df87f4c121 |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce6a1dd48190b17ac5a7cf3ab933 |
completed | March 8, 2026, 1:18 a.m. |
Created at: March 1, 2026, 7:56 p.m.