Triple

T23549121
Position Surface form Disambiguated ID Type / Status
Subject History of Tonga E577988 entity
Predicate hasEvent P811 FINISHED
Object Tongan pro-democracy movement
The Tongan pro-democracy movement is a political and social campaign that has sought to reduce the power of the monarchy and expand democratic representation and civil rights in Tonga since the late 20th century.
E1590899 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: Tongan pro-democracy movement | Statement: [History of Tonga, hasEvent, Tongan pro-democracy movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tongan pro-democracy movement
Context triple: [History of Tonga, hasEvent, Tongan pro-democracy movement]
  • A. Samoan independence movement
    The Samoan independence movement was a political and nationalist campaign in the early to mid-20th century that sought to end colonial rule and establish Samoa as a self-governing, sovereign nation.
  • B. Cook Islands independence movement
    The Cook Islands independence movement is a political and cultural effort advocating greater self-determination and national identity for the Cook Islands in relation to New Zealand.
  • C. 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.
  • D. Hawaiian sovereignty movement
    The Hawaiian sovereignty movement is a political and cultural campaign seeking self-determination, greater autonomy, or independence for Native Hawaiians and the restoration or recognition of their historical rights and governance.
  • E. 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.
  • 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: Tongan pro-democracy movement
Triple: [History of Tonga, hasEvent, Tongan pro-democracy movement]
Generated description
The Tongan pro-democracy movement is a political and social campaign that has sought to reduce the power of the monarchy and expand democratic representation and civil rights in Tonga since the late 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tongan pro-democracy movement
Target entity description: The Tongan pro-democracy movement is a political and social campaign that has sought to reduce the power of the monarchy and expand democratic representation and civil rights in Tonga since the late 20th century.
  • A. Samoan independence movement
    The Samoan independence movement was a political and nationalist campaign in the early to mid-20th century that sought to end colonial rule and establish Samoa as a self-governing, sovereign nation.
  • B. Cook Islands independence movement
    The Cook Islands independence movement is a political and cultural effort advocating greater self-determination and national identity for the Cook Islands in relation to New Zealand.
  • C. 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.
  • D. Hawaiian sovereignty movement
    The Hawaiian sovereignty movement is a political and cultural campaign seeking self-determination, greater autonomy, or independence for Native Hawaiians and the restoration or recognition of their historical rights and governance.
  • E. 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.
  • 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_69e245fa93448190919cb04534560542 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1aecd60a881908c257d9ba67080c8 completed April 29, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf64472c81908be229baf3393939 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce1c95bf48190885b616924a1d8c1 completed May 19, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce2ab0d3081908a9c4c097d520011 completed May 19, 2026, 10:22 p.m.
Created at: April 17, 2026, 6:11 p.m.