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.