Triple
T14662833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G5 Sahel Joint Force |
E344288
|
entity |
| Predicate | cooperatesWith |
P435
|
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: [G5 Sahel Joint Force, cooperatesWith, Operation Barkhane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Barkhane Context triple: [G5 Sahel Joint Force, cooperatesWith, 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.
Operation Talwar
Operation Talwar was the Indian Navy’s maritime campaign during the 1999 Kargil War, aimed at blockading Pakistani ports and exerting naval pressure to support India’s military objectives.
-
D.
Operation Zarb-e-Azb
Operation Zarb-e-Azb was a major 2014 Pakistani military offensive aimed at eliminating militant groups and terrorist strongholds in the country’s northwestern tribal regions.
-
E.
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.
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb54ae5ac81908cc69891f280e5f7 |
completed | April 14, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5e4789481909a64622a1d284373 |
completed | May 8, 2026, 12:24 p.m. |
Created at: April 10, 2026, 1:27 a.m.