Triple

T1487316
Position Surface form Disambiguated ID Type / Status
Subject Laotian Civil War E29494 entity
Predicate significantEvent P259 FINISHED
Object Operation Commando Hunt
Operation Commando Hunt was a major U.S. Air Force bombing campaign during the Vietnam War aimed at disrupting North Vietnamese supply routes along the Ho Chi Minh Trail, much of which ran through Laos.
E170648 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 Commando Hunt | Statement: [Laotian Civil War, significantEvent, Operation Commando Hunt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Commando Hunt
Context triple: [Laotian Civil War, significantEvent, Operation Commando Hunt]
  • A. Operation Whirlwind
    Operation Whirlwind was the codename for the large-scale Soviet military intervention that crushed the Hungarian Revolution of 1956 and reasserted Soviet control over Hungary.
  • B. Operation Z
    Operation Z was the Imperial Japanese Navy’s codename for the 1941 carrier-based attack plan on Pearl Harbor that launched Japan into war with the United States in World War II.
  • C. Operation Menu
    Operation Menu was a covert U.S. strategic bombing campaign conducted in eastern Cambodia during the Vietnam War, targeting suspected North Vietnamese and Viet Cong sanctuaries.
  • D. Operation AL
    Operation AL was a World War II Japanese naval operation closely associated with the Midway campaign, aimed at diverting U.S. forces by attacking the Aleutian Islands in Alaska.
  • E. Operation Halberd
    Operation Halberd was a major British Royal Navy convoy operation in September 1941 to escort vital supplies to Malta through heavy Axis air and naval opposition in the Mediterranean.
  • 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 Commando Hunt
Triple: [Laotian Civil War, significantEvent, Operation Commando Hunt]
Generated description
Operation Commando Hunt was a major U.S. Air Force bombing campaign during the Vietnam War aimed at disrupting North Vietnamese supply routes along the Ho Chi Minh Trail, much of which ran through Laos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Commando Hunt
Target entity description: Operation Commando Hunt was a major U.S. Air Force bombing campaign during the Vietnam War aimed at disrupting North Vietnamese supply routes along the Ho Chi Minh Trail, much of which ran through Laos.
  • A. Operation Whirlwind
    Operation Whirlwind was the codename for the large-scale Soviet military intervention that crushed the Hungarian Revolution of 1956 and reasserted Soviet control over Hungary.
  • B. Operation Z
    Operation Z was the Imperial Japanese Navy’s codename for the 1941 carrier-based attack plan on Pearl Harbor that launched Japan into war with the United States in World War II.
  • C. Operation Menu
    Operation Menu was a covert U.S. strategic bombing campaign conducted in eastern Cambodia during the Vietnam War, targeting suspected North Vietnamese and Viet Cong sanctuaries.
  • D. Operation AL
    Operation AL was a World War II Japanese naval operation closely associated with the Midway campaign, aimed at diverting U.S. forces by attacking the Aleutian Islands in Alaska.
  • E. Operation Halberd
    Operation Halberd was a major British Royal Navy convoy operation in September 1941 to escort vital supplies to Malta through heavy Axis air and naval opposition in the Mediterranean.
  • 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_69a498da82e08190ba833330d05f380f completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6a3325881909bbc55efc04ad60f completed March 1, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1ca4c4e481909ea0ca76841454b1 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1d28d8708190b284676ff407c3ec completed March 8, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad1ea291448190ba1c8593d11f86ee completed March 8, 2026, 7 a.m.
Created at: March 1, 2026, 8:12 p.m.