Triple

T7451318
Position Surface form Disambiguated ID Type / Status
Subject Operation Steel Tiger E172014 entity
Predicate location P40 FINISHED
Object 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.
E665138 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: southern Laos | Statement: [Operation Steel Tiger, location, southern Laos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: southern Laos
Context triple: [Operation Steel Tiger, location, southern Laos]
  • A. 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.
  • B. southern Thailand
    Southern Thailand is the culturally diverse, predominantly Malay-influenced southern region of Thailand, known for its tropical coasts, Islamic heritage, and proximity to Malaysia.
  • C. 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.
  • D. southern Vietnam
    Southern Vietnam is the lower, tropical portion of Vietnam known for the Mekong Delta, Ho Chi Minh City, and a mix of Vietnamese, Khmer, and Chinese cultural influences.
  • E. Thai–Cambodian border region
    The Thai–Cambodian border region is a historically contested frontier zone marked by refugee movements, guerrilla activity, and cross-border political and military tensions between Thailand and Cambodia.
  • 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: southern Laos
Triple: [Operation Steel Tiger, location, southern Laos]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: southern Laos
Target entity description: 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.
  • A. 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.
  • B. southern Thailand
    Southern Thailand is the culturally diverse, predominantly Malay-influenced southern region of Thailand, known for its tropical coasts, Islamic heritage, and proximity to Malaysia.
  • C. 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.
  • D. southern Vietnam
    Southern Vietnam is the lower, tropical portion of Vietnam known for the Mekong Delta, Ho Chi Minh City, and a mix of Vietnamese, Khmer, and Chinese cultural influences.
  • E. Thai–Cambodian border region
    The Thai–Cambodian border region is a historically contested frontier zone marked by refugee movements, guerrilla activity, and cross-border political and military tensions between Thailand and Cambodia.
  • 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_69c68a66554c8190add75c65942c0317 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f38c28e08190956766a5222fe720 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c827b54a4881909f800bf37990a297 completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c828ca24bc81909357b9f40a9004af completed March 28, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69c8297c1de4819099acfac611a519e5 completed March 28, 2026, 7:18 p.m.
Created at: March 27, 2026, 3:14 p.m.