Triple

T7396971
Position Surface form Disambiguated ID Type / Status
Subject Hmong forces E170645 entity
Predicate suppliedWith P17063 FINISHED
Object air support from Air America
Air support from Air America refers to the covert aerial transport, resupply, and combat assistance operations conducted by the CIA-backed airline Air America during the Vietnam War era, particularly in support of anti-communist forces in Laos.
E661251 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: air support from Air America | Statement: [Hmong forces, suppliedWith, air support from Air America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: air support from Air America
Context triple: [Hmong forces, suppliedWith, air support from Air America]
  • A. The Hump airlift over the Himalayas
    The Hump airlift over the Himalayas was a World War II Allied air transport operation that flew supplies from India to China across the treacherous Himalayan mountains after the Japanese cut the Burma Road.
  • B. Operation Halyard (rescue of Allied airmen)
    Operation Halyard (rescue of Allied airmen) was a World War II mission in which Serbian resistance forces and the Allies covertly evacuated hundreds of downed Allied airmen from Nazi-occupied Yugoslavia.
  • C. Eastern Air Transport
    Eastern Air Transport was an early American airline of the 1920s–1930s that later became part of Eastern Air Lines, helping pioneer commercial passenger and airmail service in the United States.
  • D. Air Service
    Air Service was the common nickname for the United States Army Air Service, the aerial warfare branch of the U.S. Army during and shortly after World War I.
  • E. Doolittle Raid
    The Doolittle Raid was a daring 1942 U.S. air attack on Tokyo and other Japanese cities, launched from aircraft carriers and intended to boost American morale and demonstrate Japan’s vulnerability early in World War II.
  • 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: air support from Air America
Triple: [Hmong forces, suppliedWith, air support from Air America]
Generated description
Air support from Air America refers to the covert aerial transport, resupply, and combat assistance operations conducted by the CIA-backed airline Air America during the Vietnam War era, particularly in support of anti-communist forces in Laos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: air support from Air America
Target entity description: Air support from Air America refers to the covert aerial transport, resupply, and combat assistance operations conducted by the CIA-backed airline Air America during the Vietnam War era, particularly in support of anti-communist forces in Laos.
  • A. The Hump airlift over the Himalayas
    The Hump airlift over the Himalayas was a World War II Allied air transport operation that flew supplies from India to China across the treacherous Himalayan mountains after the Japanese cut the Burma Road.
  • B. Operation Halyard (rescue of Allied airmen)
    Operation Halyard (rescue of Allied airmen) was a World War II mission in which Serbian resistance forces and the Allies covertly evacuated hundreds of downed Allied airmen from Nazi-occupied Yugoslavia.
  • C. Eastern Air Transport
    Eastern Air Transport was an early American airline of the 1920s–1930s that later became part of Eastern Air Lines, helping pioneer commercial passenger and airmail service in the United States.
  • D. Air Service
    Air Service was the common nickname for the United States Army Air Service, the aerial warfare branch of the U.S. Army during and shortly after World War I.
  • E. Doolittle Raid
    The Doolittle Raid was a daring 1942 U.S. air attack on Tokyo and other Japanese cities, launched from aircraft carriers and intended to boost American morale and demonstrate Japan’s vulnerability early in World War II.
  • 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_69c68a5f04188190ac266569c9280347 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f4eb5c808190ba08956bcf297ea8 completed March 27, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81101dd448190bcf221f7625c9d34 completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c811b681b48190a5161871f1f400f9 completed March 28, 2026, 5:36 p.m.
NED2 Entity disambiguation (via description) batch_69c8122513d88190ab12f649e8d0d59b completed March 28, 2026, 5:38 p.m.
Created at: March 27, 2026, 3:09 p.m.