Triple
T18595934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thai democracy movement |
E454492
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Thai student movement
The Thai student movement is a series of youth-led political and social activism campaigns in Thailand, most notably driving pro-democracy protests and challenging military and authoritarian rule.
|
E454492
|
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: Thai student movement | Statement: [Thai democracy movement, relatedTo, Thai student movement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thai student movement Context triple: [Thai democracy movement, relatedTo, Thai student movement]
-
A.
Thai democracy movement
The Thai democracy movement is a pro-democracy campaign in Thailand that challenges military and authoritarian rule, advocating for constitutional reform, civil liberties, and greater political accountability.
-
B.
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.
-
C.
Tangwai movement
The Tangwai movement was a loose coalition of opposition activists and politicians in Taiwan that challenged Kuomintang one-party rule and laid the groundwork for the island’s modern pro-democracy politics.
-
D.
Constitutionalist movement of 1965
The Constitutionalist movement of 1965 was a Dominican uprising that sought to restore the democratically elected government of Juan Bosch and defend the 1963 constitution against a military-backed regime.
-
E.
Thakin movement
The Thakin movement was a Burmese nationalist organization in the 1930s–40s that led the struggle against British colonial rule and produced many of the country’s key independence leaders.
- 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: Thai student movement Triple: [Thai democracy movement, relatedTo, Thai student movement]
Generated description
The Thai student movement is a series of youth-led political and social activism campaigns in Thailand, most notably driving pro-democracy protests and challenging military and authoritarian rule.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thai student movement Target entity description: The Thai student movement is a series of youth-led political and social activism campaigns in Thailand, most notably driving pro-democracy protests and challenging military and authoritarian rule.
-
A.
Thai democracy movement
chosen
The Thai democracy movement is a pro-democracy campaign in Thailand that challenges military and authoritarian rule, advocating for constitutional reform, civil liberties, and greater political accountability.
-
B.
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.
-
C.
Tangwai movement
The Tangwai movement was a loose coalition of opposition activists and politicians in Taiwan that challenged Kuomintang one-party rule and laid the groundwork for the island’s modern pro-democracy politics.
-
D.
Constitutionalist movement of 1965
The Constitutionalist movement of 1965 was a Dominican uprising that sought to restore the democratically elected government of Juan Bosch and defend the 1963 constitution against a military-backed regime.
-
E.
Thakin movement
The Thakin movement was a Burmese nationalist organization in the 1930s–40s that led the struggle against British colonial rule and produced many of the country’s key independence leaders.
- F. None of above.
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_69d8d38ae7e081908a98df1251842402 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e545ba3bc881908f5308e09d54e05b |
completed | April 19, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05037eda788190977fcb50aa4d2357 |
completed | May 13, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_6a0504cd76388190b67c78250297573d |
completed | May 13, 2026, 11:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0505482c588190952fe07726f64b93 |
completed | May 13, 2026, 11:12 p.m. |
Created at: April 10, 2026, 11:44 a.m.