Triple
T8392389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eduard Bernstein |
E197972
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Evolutionary Socialism
Evolutionary Socialism is a seminal work of revisionist Marxist theory in which Eduard Bernstein argues for achieving socialism through gradual, democratic reforms rather than violent revolution.
|
E730909
|
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: Evolutionary Socialism | Statement: [Eduard Bernstein, notableWork, Evolutionary Socialism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Evolutionary Socialism Context triple: [Eduard Bernstein, notableWork, Evolutionary Socialism]
-
A.
Re-envisioning Socialism
Re-envisioning Socialism is a work by economist Prabhat Patnaik that critically reassesses socialist theory and practice in light of contemporary global capitalism and proposes renewed socialist alternatives.
-
B.
Socialism
Socialism is a political and economic ideology that advocates collective or public ownership and democratic control of the means of production to promote social and economic equality.
-
C.
Christian socialism
Christian socialism is a political and theological movement that applies Christian ethical principles—especially concerns for social justice, equality, and the common good—to socialist economic and social policies.
-
D.
Socialism Re-examined
Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
-
E.
Buddhist socialism
Buddhist socialism is a political and economic philosophy that blends socialist principles with Buddhist ethical teachings on compassion, non-violence, and the reduction of suffering.
- 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: Evolutionary Socialism Triple: [Eduard Bernstein, notableWork, Evolutionary Socialism]
Generated description
Evolutionary Socialism is a seminal work of revisionist Marxist theory in which Eduard Bernstein argues for achieving socialism through gradual, democratic reforms rather than violent revolution.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Evolutionary Socialism Target entity description: Evolutionary Socialism is a seminal work of revisionist Marxist theory in which Eduard Bernstein argues for achieving socialism through gradual, democratic reforms rather than violent revolution.
-
A.
Re-envisioning Socialism
Re-envisioning Socialism is a work by economist Prabhat Patnaik that critically reassesses socialist theory and practice in light of contemporary global capitalism and proposes renewed socialist alternatives.
-
B.
Socialism
Socialism is a political and economic ideology that advocates collective or public ownership and democratic control of the means of production to promote social and economic equality.
-
C.
Christian socialism
Christian socialism is a political and theological movement that applies Christian ethical principles—especially concerns for social justice, equality, and the common good—to socialist economic and social policies.
-
D.
Socialism Re-examined
Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
-
E.
Buddhist socialism
Buddhist socialism is a political and economic philosophy that blends socialist principles with Buddhist ethical teachings on compassion, non-violence, and the reduction of suffering.
- 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_69ca82f749388190bffbea6dfb509016 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb810e16b081908e2c25bfb9d590ed |
completed | March 31, 2026, 8:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde84d6f3c8190ba12905ba5900087 |
completed | April 2, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_69cdebfc63e8819087f5c1d588b58e21 |
completed | April 2, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cded77618c81909e8786ccd2f3e4b6 |
completed | April 2, 2026, 4:15 a.m. |
Created at: March 30, 2026, 6:03 p.m.