Triple

T2013781
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of Thailand E43746 entity
Predicate conflictParticipation P10155 FINISHED
Object Communist insurgency in Thailand
The Communist insurgency in Thailand was a Cold War–era armed rebellion led primarily by the Communist Party of Thailand against the Thai government from the 1960s to the 1980s, involving guerrilla warfare, rural mobilization, and significant state counterinsurgency operations.
E226757 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: Communist insurgency in Thailand | Statement: [Armed Forces of Thailand, conflictParticipation, Communist insurgency in Thailand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Communist insurgency in Thailand
Context triple: [Armed Forces of Thailand, conflictParticipation, Communist insurgency in Thailand]
  • A. South Thailand insurgency
    The South Thailand insurgency is a long-running separatist conflict in Thailand’s predominantly Malay-Muslim southern provinces, marked by guerrilla attacks, bombings, and tensions over identity, autonomy, and state control.
  • B. Japanese invasion of Thailand
    The Japanese invasion of Thailand was a brief 1941 military campaign in which Imperial Japan forced Thailand into an alliance and secured strategic bases for its subsequent offensives in Southeast Asia.
  • C. 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.
  • D. Sarawak Communist Insurgency
    The Sarawak Communist Insurgency was a protracted guerrilla conflict in Malaysian Borneo waged mainly by communist and leftist groups against the Malaysian government during the Cold War era.
  • E. Cambodian Civil War
    The Cambodian Civil War was a brutal conflict from 1967 to 1975 between the U.S.-backed Lon Nol government and the communist Khmer Rouge, culminating in the latter’s victory and the establishment of Democratic Kampuchea.
  • 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: Communist insurgency in Thailand
Triple: [Armed Forces of Thailand, conflictParticipation, Communist insurgency in Thailand]
Generated description
The Communist insurgency in Thailand was a Cold War–era armed rebellion led primarily by the Communist Party of Thailand against the Thai government from the 1960s to the 1980s, involving guerrilla warfare, rural mobilization, and significant state counterinsurgency operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Communist insurgency in Thailand
Target entity description: The Communist insurgency in Thailand was a Cold War–era armed rebellion led primarily by the Communist Party of Thailand against the Thai government from the 1960s to the 1980s, involving guerrilla warfare, rural mobilization, and significant state counterinsurgency operations.
  • A. South Thailand insurgency
    The South Thailand insurgency is a long-running separatist conflict in Thailand’s predominantly Malay-Muslim southern provinces, marked by guerrilla attacks, bombings, and tensions over identity, autonomy, and state control.
  • B. Japanese invasion of Thailand
    The Japanese invasion of Thailand was a brief 1941 military campaign in which Imperial Japan forced Thailand into an alliance and secured strategic bases for its subsequent offensives in Southeast Asia.
  • C. 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.
  • D. Sarawak Communist Insurgency
    The Sarawak Communist Insurgency was a protracted guerrilla conflict in Malaysian Borneo waged mainly by communist and leftist groups against the Malaysian government during the Cold War era.
  • E. Cambodian Civil War
    The Cambodian Civil War was a brutal conflict from 1967 to 1975 between the U.S.-backed Lon Nol government and the communist Khmer Rouge, culminating in the latter’s victory and the establishment of Democratic Kampuchea.
  • 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8b42d508190bf2b63132bb2ad77 completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0aea65d881908eb751349a2c23f9 completed March 8, 2026, 11:48 p.m.
NEDg Description generation batch_69ae0bac5c448190997e58297355f3d6 completed March 8, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c31f00c8190bb29098f95ee4cb9 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:37 p.m.