Triple
T106253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French Air Force |
E2142
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object |
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.
|
E12399
|
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: Operation Barkhane | Statement: [French Air Force, participatedIn, Operation Barkhane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operation Barkhane Context triple: [French Air Force, participatedIn, Operation Barkhane]
-
A.
Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
-
B.
Operation Urgent Fury
Operation Urgent Fury was the 1983 U.S.-led invasion of Grenada aimed at overthrowing a Marxist government and protecting American citizens on the island.
-
C.
Operation Blue
Operation Blue was the German Wehrmacht’s major 1942 summer offensive on the Eastern Front aimed at capturing the Soviet Union’s southern oil fields and securing strategic positions in the Caucasus.
-
D.
Operation Uranus
Operation Uranus was the major Soviet counteroffensive launched in November 1942 that encircled German forces at Stalingrad, marking a decisive turning point on the Eastern Front in World War II.
-
E.
Operation Weser Exercise
Operation Weser Exercise was Nazi Germany’s 1940 military campaign to invade and occupy Denmark and Norway during World War II.
- 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: Operation Barkhane Triple: [French Air Force, participatedIn, Operation Barkhane]
Generated description
Operation Barkhane was a long-term French-led counterterrorism and counterinsurgency military campaign conducted across the Sahel region of Africa from 2014 to 2022.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Operation Barkhane Target entity description: Operation Barkhane was a long-term French-led counterterrorism and counterinsurgency military campaign conducted across the Sahel region of Africa from 2014 to 2022.
-
A.
Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
-
B.
Operation Urgent Fury
Operation Urgent Fury was the 1983 U.S.-led invasion of Grenada aimed at overthrowing a Marxist government and protecting American citizens on the island.
-
C.
Operation Blue
Operation Blue was the German Wehrmacht’s major 1942 summer offensive on the Eastern Front aimed at capturing the Soviet Union’s southern oil fields and securing strategic positions in the Caucasus.
-
D.
Operation Uranus
Operation Uranus was the major Soviet counteroffensive launched in November 1942 that encircled German forces at Stalingrad, marking a decisive turning point on the Eastern Front in World War II.
-
E.
Operation Weser Exercise
Operation Weser Exercise was Nazi Germany’s 1940 military campaign to invade and occupy Denmark and Norway during World War II.
- 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_69a24e0a5b7c81908d52da08c60dabc4 |
completed | Feb. 28, 2026, 2:08 a.m. |
| NER | Named-entity recognition | batch_69a256c96e5481908c67f69e99978292 |
completed | Feb. 28, 2026, 2:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a284fed06c81909df34f4227f26e7d |
completed | Feb. 28, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_69a288901eb48190a733530e6e416f7b |
completed | Feb. 28, 2026, 6:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a28938f67c8190826c5cfeebd9e0f3 |
completed | Feb. 28, 2026, 6:20 a.m. |
Created at: Feb. 28, 2026, 2:12 a.m.