Triple
T1227845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chalmers Johnson |
E26366
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E140373
|
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: Revolutionary Change | Statement: [Chalmers Johnson, notableWork, Revolutionary Change]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Revolutionary Change Context triple: [Chalmers Johnson, notableWork, Revolutionary Change]
-
A.
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.
-
B.
Revolutionary Spaces
Revolutionary Spaces is a Boston-based nonprofit organization dedicated to preserving and interpreting historic sites and stories from the American Revolution for public education and engagement.
-
C.
Quiet Revolution
The Quiet Revolution was a period of rapid social, political, and cultural transformation in 1960s Quebec that secularized institutions, expanded the welfare state, and significantly reduced the influence of the Roman Catholic Church.
-
D.
Atlantic Revolutions
The Atlantic Revolutions were a series of late-18th- and early-19th-century uprisings across the Americas and Europe that challenged monarchical rule and advanced ideas of liberty, equality, and popular sovereignty.
-
E.
Counterrevolution and Revolt
Counterrevolution and Revolt is a 1972 political-philosophical work by Herbert Marcuse that analyzes the failures of revolutionary movements of the 1960s and critiques advanced industrial society’s mechanisms of domination and social control.
- 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: Revolutionary Change Triple: [Chalmers Johnson, notableWork, Revolutionary Change]
Generated description
Revolutionary Change is a seminal political science book by Chalmers Johnson that analyzes the causes, dynamics, and processes of social and political revolutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Revolutionary Change Target entity description: Revolutionary Change is a seminal political science book by Chalmers Johnson that analyzes the causes, dynamics, and processes of social and political revolutions.
-
A.
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.
-
B.
Revolutionary Spaces
Revolutionary Spaces is a Boston-based nonprofit organization dedicated to preserving and interpreting historic sites and stories from the American Revolution for public education and engagement.
-
C.
Quiet Revolution
The Quiet Revolution was a period of rapid social, political, and cultural transformation in 1960s Quebec that secularized institutions, expanded the welfare state, and significantly reduced the influence of the Roman Catholic Church.
-
D.
Atlantic Revolutions
The Atlantic Revolutions were a series of late-18th- and early-19th-century uprisings across the Americas and Europe that challenged monarchical rule and advanced ideas of liberty, equality, and popular sovereignty.
-
E.
Counterrevolution and Revolt
Counterrevolution and Revolt is a 1972 political-philosophical work by Herbert Marcuse that analyzes the failures of revolutionary movements of the 1960s and critiques advanced industrial society’s mechanisms of domination and social control.
- 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_69a49484688c8190a1bf285eb396a8b6 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be3c5d4c819087f9e9e37204c3be |
completed | March 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8a1242048190ba6ffcaacc4ca5d5 |
completed | March 7, 2026, 8:26 p.m. |
| NEDg | Description generation | batch_69ac8a9d03c8819097cea548a31d866d |
completed | March 7, 2026, 8:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8b041e188190ac9e1ce2c2728c94 |
completed | March 7, 2026, 8:31 p.m. |
Created at: March 1, 2026, 7:47 p.m.