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.