Triple

T23477966
Position Surface form Disambiguated ID Type / Status
Subject French military interventions in Africa E570320 entity
Predicate notableOperation P2336 FINISHED
Object Operation Mamba
Operation Mamba was a French military operation in Africa conducted as part of France’s broader pattern of post-colonial interventions on the continent.
E1588408 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 Mamba | Statement: [French military interventions in Africa, notableOperation, Operation Mamba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Mamba
Context triple: [French military interventions in Africa, notableOperation, Operation Mamba]
  • A. Operation Masher
    Operation Masher was a major U.S. Army search-and-destroy campaign during the Vietnam War, aimed at rooting out Viet Cong and North Vietnamese forces in South Vietnam’s central coastal region.
  • B. Operation Brawn
    Operation Brawn was a World War II Allied air operation conducted against German naval targets in Norway following earlier attacks such as Operation Tungsten.
  • C. Operation Jaque
    Operation Jaque was a 2008 Colombian military intelligence operation that successfully rescued 15 hostages, including politician Ingrid Betancourt, from FARC guerrillas without firing a shot.
  • D. Operation Dingo
    Operation Dingo was a major 1977 Rhodesian military raid on guerrilla bases in Mozambique during the Rhodesian Bush War, noted for its scale, surprise, and heavy insurgent casualties.
  • E. Operation Inmate
    Operation Inmate was a World War II British naval air attack carried out against Japanese positions on Truk Atoll in June 1945 to provide combat experience for the British Pacific Fleet.
  • 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 Mamba
Triple: [French military interventions in Africa, notableOperation, Operation Mamba]
Generated description
Operation Mamba was a French military operation in Africa conducted as part of France’s broader pattern of post-colonial interventions on the continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Mamba
Target entity description: Operation Mamba was a French military operation in Africa conducted as part of France’s broader pattern of post-colonial interventions on the continent.
  • A. Operation Masher
    Operation Masher was a major U.S. Army search-and-destroy campaign during the Vietnam War, aimed at rooting out Viet Cong and North Vietnamese forces in South Vietnam’s central coastal region.
  • B. Operation Brawn
    Operation Brawn was a World War II Allied air operation conducted against German naval targets in Norway following earlier attacks such as Operation Tungsten.
  • C. Operation Jaque
    Operation Jaque was a 2008 Colombian military intelligence operation that successfully rescued 15 hostages, including politician Ingrid Betancourt, from FARC guerrillas without firing a shot.
  • D. Operation Dingo
    Operation Dingo was a major 1977 Rhodesian military raid on guerrilla bases in Mozambique during the Rhodesian Bush War, noted for its scale, surprise, and heavy insurgent casualties.
  • E. Operation Inmate
    Operation Inmate was a World War II British naval air attack carried out against Japanese positions on Truk Atoll in June 1945 to provide combat experience for the British Pacific Fleet.
  • 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_69e245af8a88819084f2704f6d265a92 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a74dbea8819085ca84391039e7f7 completed April 29, 2026, 6:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8263ec988190b4f86f4bc283d929 completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6f06a348190bfdba0452077f45b completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7c5176c81908221307bb50ff4ed completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 6:02 p.m.