Triple

T7451291
Position Surface form Disambiguated ID Type / Status
Subject Operation Barrel Roll E172013 entity
Predicate target P860 FINISHED
Object North Vietnamese Army positions in Laos
North Vietnamese Army positions in Laos were strategic military bases and supply routes used by North Vietnam, particularly along the Ho Chi Minh Trail, to support operations during the Vietnam War.
E665136 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: North Vietnamese Army positions in Laos | Statement: [Operation Barrel Roll, target, North Vietnamese Army positions in Laos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Vietnamese Army positions in Laos
Context triple: [Operation Barrel Roll, target, North Vietnamese Army positions in Laos]
  • A. North Vietnamese high command
    The North Vietnamese high command was the top military leadership body of North Vietnam that directed strategy and operations for the People’s Army of Vietnam during the Vietnam War.
  • B. Viet Bac resistance base
    Viet Bac resistance base was a key revolutionary stronghold and headquarters area for the Viet Minh during the First Indochina War in northern Vietnam.
  • C. An Khe, South Vietnam
    An Khe, South Vietnam was a strategically important highland town and military base in Vietnam’s Central Highlands that served as a major U.S. Army hub and logistical center during the Vietnam War.
  • D. North Vietnamese air defenses
    North Vietnamese air defenses were a dense, Soviet- and Chinese-supplied network of anti-aircraft guns, surface-to-air missiles, and radar-directed fighter aircraft that posed a major threat to U.S. air operations during the Vietnam War.
  • E. Central Highlands, South Vietnam
    Central Highlands, South Vietnam was a strategically vital, mountainous and forested region that served as a major battleground during 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: North Vietnamese Army positions in Laos
Triple: [Operation Barrel Roll, target, North Vietnamese Army positions in Laos]
Generated description
North Vietnamese Army positions in Laos were strategic military bases and supply routes used by North Vietnam, particularly along the Ho Chi Minh Trail, to support operations during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Vietnamese Army positions in Laos
Target entity description: North Vietnamese Army positions in Laos were strategic military bases and supply routes used by North Vietnam, particularly along the Ho Chi Minh Trail, to support operations during the Vietnam War.
  • A. North Vietnamese high command
    The North Vietnamese high command was the top military leadership body of North Vietnam that directed strategy and operations for the People’s Army of Vietnam during the Vietnam War.
  • B. Viet Bac resistance base
    Viet Bac resistance base was a key revolutionary stronghold and headquarters area for the Viet Minh during the First Indochina War in northern Vietnam.
  • C. An Khe, South Vietnam
    An Khe, South Vietnam was a strategically important highland town and military base in Vietnam’s Central Highlands that served as a major U.S. Army hub and logistical center during the Vietnam War.
  • D. North Vietnamese air defenses
    North Vietnamese air defenses were a dense, Soviet- and Chinese-supplied network of anti-aircraft guns, surface-to-air missiles, and radar-directed fighter aircraft that posed a major threat to U.S. air operations during the Vietnam War.
  • E. Central Highlands, South Vietnam
    Central Highlands, South Vietnam was a strategically vital, mountainous and forested region that served as a major battleground during 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_69c68a66554c8190add75c65942c0317 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f38c28e08190956766a5222fe720 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c827b54a4881909f800bf37990a297 completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c828ca24bc81909357b9f40a9004af completed March 28, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69c8297c1de4819099acfac611a519e5 completed March 28, 2026, 7:18 p.m.
Created at: March 27, 2026, 3:14 p.m.