Triple

T2867009
Position Surface form Disambiguated ID Type / Status
Subject Slobodan Milošević E63463 entity
Predicate movement P81 FINISHED
Object Anti-bureaucratic revolution
The Anti-bureaucratic revolution was a series of mass protests and political maneuvers in the late 1980s that helped Slobodan Milošević consolidate power in Serbia by ousting regional party leaderships and centralizing authority.
E305957 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: Anti-bureaucratic revolution | Statement: [Slobodan Milošević, movement, Anti-bureaucratic revolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anti-bureaucratic revolution
Context triple: [Slobodan Milošević, movement, Anti-bureaucratic revolution]
  • A. Revolutionary Change
    Revolutionary Change is a seminal political science book by Chalmers Johnson that analyzes the causes, dynamics, and processes of social and political revolutions.
  • B. Reform or Revolution
    Reform or Revolution is a seminal 1899 pamphlet by Rosa Luxemburg that critiques revisionist socialism and defends the necessity of revolutionary struggle over gradual reform within capitalism.
  • C. Total Revolution movement
    The Total Revolution movement was a mass socio-political campaign in 1970s India led by Jayaprakash Narayan that sought comprehensive transformation of the political system, economy, and society through nonviolent means.
  • D. Peaceful Revolution
    The Peaceful Revolution was the largely non-violent popular uprising in East Germany in 1989 that led to the fall of the Berlin Wall and the end of the socialist regime.
  • E. White Guard movement
    The White Guard movement was a loose coalition of anti-Bolshevik, counterrevolutionary forces that fought against the Red Army during the Russian Civil War following the 1917 Revolution.
  • 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: Anti-bureaucratic revolution
Triple: [Slobodan Milošević, movement, Anti-bureaucratic revolution]
Generated description
The Anti-bureaucratic revolution was a series of mass protests and political maneuvers in the late 1980s that helped Slobodan Milošević consolidate power in Serbia by ousting regional party leaderships and centralizing authority.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anti-bureaucratic revolution
Target entity description: The Anti-bureaucratic revolution was a series of mass protests and political maneuvers in the late 1980s that helped Slobodan Milošević consolidate power in Serbia by ousting regional party leaderships and centralizing authority.
  • A. Revolutionary Change
    Revolutionary Change is a seminal political science book by Chalmers Johnson that analyzes the causes, dynamics, and processes of social and political revolutions.
  • B. Reform or Revolution
    Reform or Revolution is a seminal 1899 pamphlet by Rosa Luxemburg that critiques revisionist socialism and defends the necessity of revolutionary struggle over gradual reform within capitalism.
  • C. Total Revolution movement
    The Total Revolution movement was a mass socio-political campaign in 1970s India led by Jayaprakash Narayan that sought comprehensive transformation of the political system, economy, and society through nonviolent means.
  • D. Peaceful Revolution
    The Peaceful Revolution was the largely non-violent popular uprising in East Germany in 1989 that led to the fall of the Berlin Wall and the end of the socialist regime.
  • E. White Guard movement
    The White Guard movement was a loose coalition of anti-Bolshevik, counterrevolutionary forces that fought against the Red Army during the Russian Civil War following the 1917 Revolution.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfbcebcc81909a78a1787d823e3e completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01da85930819092d19a5e712cfa18 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b01e34639c8190b1c6e8a14cd31d96 completed March 10, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69b01f5a6784819089499926fb115d9c completed March 10, 2026, 1:40 p.m.
Created at: March 6, 2026, 10:02 p.m.