Triple
T4581106
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loyalty Demands Dissent |
E101854
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object |
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.
|
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 democracy movement | Statement: [Loyalty Demands Dissent, movement, Thai democracy movement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thai democracy movement Context triple: [Loyalty Demands Dissent, movement, Thai democracy movement]
-
A.
Myanmar pro-democracy movement
The Myanmar pro-democracy movement is a broad, long-running struggle by citizens, activists, and ethnic groups to end military rule and establish democratic governance and civil liberties in Myanmar.
-
B.
Saffron Revolution
The Saffron Revolution was a 2007 series of pro-democracy protests in Myanmar, led largely by Buddhist monks, against the country’s military junta and rising economic hardships.
-
C.
Taiwanese democracy movement
The Taiwanese democracy movement was a political and social campaign that challenged Kuomintang authoritarian rule and helped transform Taiwan into a multiparty liberal democracy.
-
D.
2021 Myanmar anti-coup protests
The 2021 Myanmar anti-coup protests were a nationwide civil disobedience and mass protest movement opposing the military’s seizure of power and demanding the restoration of democratic governance.
-
E.
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.
- 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 democracy movement Triple: [Loyalty Demands Dissent, movement, Thai democracy movement]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thai democracy movement Target entity description: 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.
-
A.
Myanmar pro-democracy movement
The Myanmar pro-democracy movement is a broad, long-running struggle by citizens, activists, and ethnic groups to end military rule and establish democratic governance and civil liberties in Myanmar.
-
B.
Saffron Revolution
The Saffron Revolution was a 2007 series of pro-democracy protests in Myanmar, led largely by Buddhist monks, against the country’s military junta and rising economic hardships.
-
C.
Taiwanese democracy movement
The Taiwanese democracy movement was a political and social campaign that challenged Kuomintang authoritarian rule and helped transform Taiwan into a multiparty liberal democracy.
-
D.
2021 Myanmar anti-coup protests
The 2021 Myanmar anti-coup protests were a nationwide civil disobedience and mass protest movement opposing the military’s seizure of power and demanding the restoration of democratic governance.
-
E.
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.
- 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_69bd43d4ce208190b53158c882b222e3 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd58e534708190a1ba9c5a29b3774d |
completed | March 20, 2026, 2:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde09015c48190b4f992f3f95023cf |
completed | March 21, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69bde15983cc81909f188e17ca8f2f0b |
completed | March 21, 2026, 12:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bde1fff7d08190ac2061a9c43d34d7 |
completed | March 21, 2026, 12:10 a.m. |
Created at: March 20, 2026, 1:10 p.m.