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.