Triple

T7397022
Position Surface form Disambiguated ID Type / Status
Subject Secret War E170646 entity
Predicate followedBy P78 FINISHED
Object Laotian refugee crisis
The Laotian refugee crisis was a mass exodus of Laotians—particularly Hmong and other ethnic minorities—fleeing persecution and instability after the communist takeover of Laos in 1975, leading to large refugee populations in neighboring countries and abroad.
E661252 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: Laotian refugee crisis | Statement: [Secret War, followedBy, Laotian refugee crisis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laotian refugee crisis
Context triple: [Secret War, followedBy, Laotian refugee crisis]
  • A. Laotian Civil War
    The Laotian Civil War was a Cold War-era conflict in Laos involving royalist, communist, and ethnic Hmong forces, heavily influenced and covertly supported by the United States and North Vietnam as part of the broader Indochina wars.
  • B. Operation Babylift
    Operation Babylift was a controversial 1975 U.S.-led mass evacuation and airlift of thousands of Vietnamese children at the end of the Vietnam War, which profoundly shaped the Vietnamese diaspora and international adoption debates.
  • C. Mariel boatlift
    The Mariel boatlift was a 1980 mass emigration in which around 125,000 Cubans fled to the United States by boat from the port of Mariel, dramatically reshaping Cuban American communities.
  • D. Strategic Hamlet Program
    The Strategic Hamlet Program was a controversial early-1960s South Vietnamese counterinsurgency initiative that sought to isolate rural populations from Viet Cong influence by relocating villagers into fortified settlements.
  • E. Hungnam evacuation
    The Hungnam evacuation was a massive 1950 Korean War operation in which United Nations forces and tens of thousands of Korean civilians were withdrawn by sea from the port of Hungnam under enemy pressure.
  • 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: Laotian refugee crisis
Triple: [Secret War, followedBy, Laotian refugee crisis]
Generated description
The Laotian refugee crisis was a mass exodus of Laotians—particularly Hmong and other ethnic minorities—fleeing persecution and instability after the communist takeover of Laos in 1975, leading to large refugee populations in neighboring countries and abroad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laotian refugee crisis
Target entity description: The Laotian refugee crisis was a mass exodus of Laotians—particularly Hmong and other ethnic minorities—fleeing persecution and instability after the communist takeover of Laos in 1975, leading to large refugee populations in neighboring countries and abroad.
  • A. Laotian Civil War
    The Laotian Civil War was a Cold War-era conflict in Laos involving royalist, communist, and ethnic Hmong forces, heavily influenced and covertly supported by the United States and North Vietnam as part of the broader Indochina wars.
  • B. Operation Babylift
    Operation Babylift was a controversial 1975 U.S.-led mass evacuation and airlift of thousands of Vietnamese children at the end of the Vietnam War, which profoundly shaped the Vietnamese diaspora and international adoption debates.
  • C. Mariel boatlift
    The Mariel boatlift was a 1980 mass emigration in which around 125,000 Cubans fled to the United States by boat from the port of Mariel, dramatically reshaping Cuban American communities.
  • D. Strategic Hamlet Program
    The Strategic Hamlet Program was a controversial early-1960s South Vietnamese counterinsurgency initiative that sought to isolate rural populations from Viet Cong influence by relocating villagers into fortified settlements.
  • E. Hungnam evacuation
    The Hungnam evacuation was a massive 1950 Korean War operation in which United Nations forces and tens of thousands of Korean civilians were withdrawn by sea from the port of Hungnam under enemy pressure.
  • 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_69c6f24abcd08190b8428fa22b2fbd4f completed March 27, 2026, 9:10 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.