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.