Triple

T7177779
Position Surface form Disambiguated ID Type / Status
Subject Vietnamese diaspora E167363 entity
Predicate notableEvent P259 FINISHED
Object 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.
E647426 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 Babylift | Statement: [Vietnamese diaspora, notableEvent, Operation Babylift]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Babylift
Context triple: [Vietnamese diaspora, notableEvent, Operation Babylift]
  • A. Operation Moses
    Operation Moses was a covert 1984–1985 airlift that rescued and relocated thousands of Ethiopian Jews from famine and persecution in Sudan to Israel.
  • B. 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.
  • C. Operation Wetback
    Operation Wetback was a controversial 1954 U.S. government program that carried out mass deportations of Mexican immigrants, reflecting mid-20th-century nativist and anti-immigrant policies.
  • D. Operation Restore Hope
    Operation Restore Hope was a U.S.-led United Nations humanitarian and military intervention in early 1990s Somalia aimed at securing aid delivery amid civil war and famine.
  • E. Cuban Refugee Program
    The Cuban Refugee Program was a U.S. government initiative that provided assistance, resettlement, and support services to Cubans fleeing the Castro regime during the Cold War era.
  • 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 Babylift
Triple: [Vietnamese diaspora, notableEvent, Operation Babylift]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Babylift
Target entity description: 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.
  • A. Operation Moses
    Operation Moses was a covert 1984–1985 airlift that rescued and relocated thousands of Ethiopian Jews from famine and persecution in Sudan to Israel.
  • B. 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.
  • C. Operation Wetback
    Operation Wetback was a controversial 1954 U.S. government program that carried out mass deportations of Mexican immigrants, reflecting mid-20th-century nativist and anti-immigrant policies.
  • D. Operation Restore Hope
    Operation Restore Hope was a U.S.-led United Nations humanitarian and military intervention in early 1990s Somalia aimed at securing aid delivery amid civil war and famine.
  • E. Cuban Refugee Program
    The Cuban Refugee Program was a U.S. government initiative that provided assistance, resettlement, and support services to Cubans fleeing the Castro regime during the Cold War era.
  • 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_69c68889a2748190a316c5e65360361a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e8b8241081908edb5b5a5c35d4d3 completed March 27, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b92f3d748190ab2a3694420b5724 completed March 28, 2026, 11:19 a.m.
NEDg Description generation batch_69c7ba1752648190a417bdbbbf04a243 completed March 28, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69c7bada296c819094b92c0479ab8a3a completed March 28, 2026, 11:26 a.m.
Created at: March 27, 2026, 2:49 p.m.