Triple

T1385740
Position Surface form Disambiguated ID Type / Status
Subject Cambodian Civil War E29839 entity
Predicate significantEvent P259 FINISHED
Object U.S. bombing of Cambodia
The U.S. bombing of Cambodia was a controversial and extensive American aerial campaign during the Vietnam War era that targeted suspected communist sanctuaries in Cambodia, causing significant civilian casualties and political destabilization.
E157796 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: U.S. bombing of Cambodia | Statement: [Cambodian Civil War, significantEvent, U.S. bombing of Cambodia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. bombing of Cambodia
Context triple: [Cambodian Civil War, significantEvent, U.S. bombing of Cambodia]
  • A. U.S. invasion of Cambodia (1970)
    The U.S. invasion of Cambodia in 1970 was a controversial expansion of the Vietnam War in which American and South Vietnamese forces entered Cambodian territory to attack North Vietnamese and Viet Cong sanctuaries, sparking widespread protest and political backlash in the United States.
  • B. Operation Rolling Thunder
    Operation Rolling Thunder was a sustained U.S. aerial bombing campaign against North Vietnam from 1965 to 1968, aimed at weakening North Vietnamese capabilities and will to fight during the Vietnam War.
  • C. Gulf of Tonkin incident
    The Gulf of Tonkin incident was a 1964 naval confrontation between North Vietnam and the United States that led to a major escalation of U.S. military involvement in the Vietnam War.
  • D. Operation Pierce Arrow air strikes on North Vietnam
    Operation Pierce Arrow air strikes on North Vietnam were the first major U.S. retaliatory bombing raids against North Vietnam in August 1964, marking a significant escalation of American military involvement in the Vietnam War.
  • E. Tet Offensive
    The Tet Offensive was a major 1968 campaign of surprise attacks by North Vietnamese and Viet Cong forces across South Vietnam that dramatically shifted U.S. public opinion and marked a turning point in the Vietnam War.
  • 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: U.S. bombing of Cambodia
Triple: [Cambodian Civil War, significantEvent, U.S. bombing of Cambodia]
Generated description
The U.S. bombing of Cambodia was a controversial and extensive American aerial campaign during the Vietnam War era that targeted suspected communist sanctuaries in Cambodia, causing significant civilian casualties and political destabilization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. bombing of Cambodia
Target entity description: The U.S. bombing of Cambodia was a controversial and extensive American aerial campaign during the Vietnam War era that targeted suspected communist sanctuaries in Cambodia, causing significant civilian casualties and political destabilization.
  • A. U.S. invasion of Cambodia (1970)
    The U.S. invasion of Cambodia in 1970 was a controversial expansion of the Vietnam War in which American and South Vietnamese forces entered Cambodian territory to attack North Vietnamese and Viet Cong sanctuaries, sparking widespread protest and political backlash in the United States.
  • B. Operation Rolling Thunder
    Operation Rolling Thunder was a sustained U.S. aerial bombing campaign against North Vietnam from 1965 to 1968, aimed at weakening North Vietnamese capabilities and will to fight during the Vietnam War.
  • C. Gulf of Tonkin incident
    The Gulf of Tonkin incident was a 1964 naval confrontation between North Vietnam and the United States that led to a major escalation of U.S. military involvement in the Vietnam War.
  • D. Operation Pierce Arrow air strikes on North Vietnam
    Operation Pierce Arrow air strikes on North Vietnam were the first major U.S. retaliatory bombing raids against North Vietnam in August 1964, marking a significant escalation of American military involvement in the Vietnam War.
  • E. Tet Offensive
    The Tet Offensive was a major 1968 campaign of surprise attacks by North Vietnamese and Viet Cong forces across South Vietnam that dramatically shifted U.S. public opinion and marked a turning point in the Vietnam War.
  • 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_69a498dc92f8819094a1108f8ac90f43 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c339f3d481909c04b14129899945 completed March 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd48e046c8190bc4820d6c4ce907d completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd57bf87c8190ad22de7b5636fcfc completed March 8, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_69acd5e54e98819084ba0022ca64ff43 completed March 8, 2026, 1:50 a.m.
Created at: March 1, 2026, 7:59 p.m.