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.