Triple

T106252
Position Surface form Disambiguated ID Type / Status
Subject French Air Force E2142 entity
Predicate participatedIn P149 FINISHED
Object Operation Serval
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
E11744 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 Serval | Statement: [French Air Force, participatedIn, Operation Serval]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Serval
Context triple: [French Air Force, participatedIn, Operation Serval]
  • A. 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.
  • 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 Dragoon
    Operation Dragoon was the Allied amphibious invasion of southern France in August 1944 that helped liberate the region and support the broader campaign against Nazi Germany.
  • D. Siege of Toulon
    The Siege of Toulon was a pivotal 1793 military engagement during the French Revolutionary Wars in which Republican forces recaptured the key Mediterranean port from Royalist and British control, launching Napoleon Bonaparte’s rise to prominence.
  • E. Operation Citadel
    Operation Citadel was the German Wehrmacht’s major 1943 offensive on the Eastern Front, best known as the opening phase of the Battle of Kursk, one of the largest tank battles in history.
  • 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 Serval
Triple: [French Air Force, participatedIn, Operation Serval]
Generated description
Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Serval
Target entity description: Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
  • A. 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.
  • 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 Dragoon
    Operation Dragoon was the Allied amphibious invasion of southern France in August 1944 that helped liberate the region and support the broader campaign against Nazi Germany.
  • D. Siege of Toulon
    The Siege of Toulon was a pivotal 1793 military engagement during the French Revolutionary Wars in which Republican forces recaptured the key Mediterranean port from Royalist and British control, launching Napoleon Bonaparte’s rise to prominence.
  • E. Operation Citadel
    Operation Citadel was the German Wehrmacht’s major 1943 offensive on the Eastern Front, best known as the opening phase of the Battle of Kursk, one of the largest tank battles in history.
  • 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_69a27c030ddc8190af2ebb672237bf18 completed Feb. 28, 2026, 5:24 a.m.
NEDg Description generation batch_69a27d8a52188190ae00d52340839bbc completed Feb. 28, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69a27e7633d88190a622115c4e29fd9c completed Feb. 28, 2026, 5:34 a.m.
Created at: Feb. 28, 2026, 2:12 a.m.