Triple
T1333258
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Thailand |
E28689
|
entity |
| Predicate | hasSecurityIssue |
P3249
|
FINISHED |
| Object |
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.
|
E151108
|
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: South Thailand insurgency | Statement: [Southern Thailand, hasSecurityIssue, South Thailand insurgency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Thailand insurgency Context triple: [Southern Thailand, hasSecurityIssue, South Thailand insurgency]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Malayan Emergency
The Malayan Emergency was a post–World War II guerrilla conflict (1948–1960) in British Malaya between Commonwealth forces and communist insurgents, often cited as a key example of counterinsurgency warfare.
-
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: South Thailand insurgency Triple: [Southern Thailand, hasSecurityIssue, South Thailand insurgency]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Thailand insurgency Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Malayan Emergency
The Malayan Emergency was a post–World War II guerrilla conflict (1948–1960) in British Malaya between Commonwealth forces and communist insurgents, often cited as a key example of counterinsurgency warfare.
-
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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1e98900819092c54c0fb58b958a |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf383b24819092acd076130ca5c0 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbf77a3748190a510ea10d8ae4373 |
completed | March 8, 2026, 12:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acbfe5eae88190ba65808402ada37f |
completed | March 8, 2026, 12:16 a.m. |
Created at: March 1, 2026, 7:55 p.m.