Triple
T14560528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Moroccan Air Force |
E341651
|
entity |
| Predicate | notableOperation |
P2336
|
FINISHED |
| Object |
Western Sahara operations
Western Sahara operations refers to the Royal Moroccan Air Force’s military campaigns and air support missions conducted during the conflict over Western Sahara, particularly against the Polisario Front from the mid-1970s onward.
|
E1105776
|
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: Western Sahara operations | Statement: [Royal Moroccan Air Force, notableOperation, Western Sahara operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Sahara operations Context triple: [Royal Moroccan Air Force, notableOperation, Western Sahara operations]
-
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 Libya Dawn
Operation Libya Dawn was a coalition of Islamist-leaning militias and armed groups that launched a major military campaign in 2014 to seize control of Tripoli and challenge rival factions during the Libyan Civil War.
-
C.
Operation Unified Protector in Libya
Operation Unified Protector in Libya was a 2011 NATO-led military intervention enforcing a no-fly zone and protecting civilians during the Libyan civil conflict under a UN mandate.
-
D.
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.
-
E.
Libyan campaign
The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
- 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: Western Sahara operations Triple: [Royal Moroccan Air Force, notableOperation, Western Sahara operations]
Generated description
Western Sahara operations refers to the Royal Moroccan Air Force’s military campaigns and air support missions conducted during the conflict over Western Sahara, particularly against the Polisario Front from the mid-1970s onward.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Western Sahara operations Target entity description: Western Sahara operations refers to the Royal Moroccan Air Force’s military campaigns and air support missions conducted during the conflict over Western Sahara, particularly against the Polisario Front from the mid-1970s onward.
-
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 Libya Dawn
Operation Libya Dawn was a coalition of Islamist-leaning militias and armed groups that launched a major military campaign in 2014 to seize control of Tripoli and challenge rival factions during the Libyan Civil War.
-
C.
Operation Unified Protector in Libya
Operation Unified Protector in Libya was a 2011 NATO-led military intervention enforcing a no-fly zone and protecting civilians during the Libyan civil conflict under a UN mandate.
-
D.
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.
-
E.
Libyan campaign
The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
- 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb389d0f48190a1d9d69456d1cbe1 |
completed | April 14, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ac294748190a4bfeed8c5fd9e94 |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8c3678048190a23b509e963c1ade |
completed | May 8, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8d61f1f88190848c8f6095737897 |
completed | May 8, 2026, 7:14 a.m. |
Created at: April 10, 2026, 1:23 a.m.