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.