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.