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.