Triple
T7762982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vang Pao |
E176070
|
entity |
| Predicate | operatedIn |
P40
|
FINISHED |
| Object |
Long Tieng region of Laos
The Long Tieng region of Laos was a secretive military and intelligence stronghold used by the CIA and Hmong forces during the Laotian Civil War and the broader Vietnam War era.
|
E687617
|
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: Long Tieng region of Laos | Statement: [Vang Pao, operatedIn, Long Tieng region of Laos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Long Tieng region of Laos Context triple: [Vang Pao, operatedIn, Long Tieng region of Laos]
-
A.
southern Laos
Southern Laos is a region of Laos characterized by its rugged terrain along the Ho Chi Minh Trail, which made it a major theater of covert U.S. bombing and military operations during the Vietnam War.
-
B.
eastern Laos
Eastern Laos is the region of Laos bordering Vietnam, characterized by its rugged, forested terrain and its strategic significance during the Indochina and Vietnam Wars.
-
C.
Lao–Isan cultural area
The Lao–Isan cultural area is a historical region in northeastern Thailand characterized by Lao-influenced language, traditions, and cultural practices distinct from central Thai culture.
-
D.
Laos highlands
The Laos highlands are a mountainous, sparsely populated region of Laos known for their rugged terrain, ethnic diversity, and role within the opium-producing Golden Triangle area of Southeast Asia.
-
E.
Oudomxay Province
Oudomxay Province is a mountainous region in northern Laos known for its ethnic diversity, forested landscapes, and role as a transport and trade hub between China and other parts of the country.
- 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: Long Tieng region of Laos Triple: [Vang Pao, operatedIn, Long Tieng region of Laos]
Generated description
The Long Tieng region of Laos was a secretive military and intelligence stronghold used by the CIA and Hmong forces during the Laotian Civil War and the broader Vietnam War era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Long Tieng region of Laos Target entity description: The Long Tieng region of Laos was a secretive military and intelligence stronghold used by the CIA and Hmong forces during the Laotian Civil War and the broader Vietnam War era.
-
A.
southern Laos
Southern Laos is a region of Laos characterized by its rugged terrain along the Ho Chi Minh Trail, which made it a major theater of covert U.S. bombing and military operations during the Vietnam War.
-
B.
eastern Laos
Eastern Laos is the region of Laos bordering Vietnam, characterized by its rugged, forested terrain and its strategic significance during the Indochina and Vietnam Wars.
-
C.
Lao–Isan cultural area
The Lao–Isan cultural area is a historical region in northeastern Thailand characterized by Lao-influenced language, traditions, and cultural practices distinct from central Thai culture.
-
D.
Laos highlands
The Laos highlands are a mountainous, sparsely populated region of Laos known for their rugged terrain, ethnic diversity, and role within the opium-producing Golden Triangle area of Southeast Asia.
-
E.
Oudomxay Province
Oudomxay Province is a mountainous region in northern Laos known for its ethnic diversity, forested landscapes, and role as a transport and trade hub between China and other parts of the country.
- 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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c704061d1881909b5b42bb93d2b8a7 |
completed | March 27, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7da8b848190b378f694118dfa19 |
completed | March 29, 2026, 6:34 a.m. |
| NEDg | Description generation | batch_69c8c8d7a51481908fd537dbb57a6116 |
completed | March 29, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c98179908190a68b7f029fff8e3c |
completed | March 29, 2026, 6:41 a.m. |
Created at: March 27, 2026, 4:09 p.m.