Triple

T277143
Position Surface form Disambiguated ID Type / Status
Subject Herbert Marcuse E5273 entity
Predicate notableIdea P4 FINISHED
Object one-dimensional society
One-dimensional society is Herbert Marcuse’s critical concept describing advanced industrial societies in which consumerism, mass media, and technological rationality suppress critical thought and genuine individuality by flattening social and political life into a single, conformist dimension.
E36060 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: one-dimensional society | Statement: [Herbert Marcuse, notableIdea, one-dimensional society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: one-dimensional society
Context triple: [Herbert Marcuse, notableIdea, one-dimensional society]
  • A. Walden Two
    Walden Two is a utopian novel by behaviorist B. F. Skinner that depicts a community engineered through behavioral principles to maximize social harmony and individual well-being.
  • B. City of Workers
    "City of Workers" is a nickname for Lawrence, Massachusetts, reflecting its historic role as a major industrial mill city with a large working-class population.
  • C. One-Third of a Nation
    One-Third of a Nation is a 1938 Living Newspaper stage production that dramatized the urgent issues of urban housing and poverty in the United States during the Great Depression.
  • D. The City That Works
    "The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
  • E. The People
    "The People" is a politically charged hip-hop track by Common that reflects on social issues, community struggles, and empowerment.
  • 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: one-dimensional society
Triple: [Herbert Marcuse, notableIdea, one-dimensional society]
Generated description
One-dimensional society is Herbert Marcuse’s critical concept describing advanced industrial societies in which consumerism, mass media, and technological rationality suppress critical thought and genuine individuality by flattening social and political life into a single, conformist dimension.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: one-dimensional society
Target entity description: One-dimensional society is Herbert Marcuse’s critical concept describing advanced industrial societies in which consumerism, mass media, and technological rationality suppress critical thought and genuine individuality by flattening social and political life into a single, conformist dimension.
  • A. Walden Two
    Walden Two is a utopian novel by behaviorist B. F. Skinner that depicts a community engineered through behavioral principles to maximize social harmony and individual well-being.
  • B. City of Workers
    "City of Workers" is a nickname for Lawrence, Massachusetts, reflecting its historic role as a major industrial mill city with a large working-class population.
  • C. One-Third of a Nation
    One-Third of a Nation is a 1938 Living Newspaper stage production that dramatized the urgent issues of urban housing and poverty in the United States during the Great Depression.
  • D. The City That Works
    "The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
  • E. The People
    "The People" is a politically charged hip-hop track by Common that reflects on social issues, community struggles, and empowerment.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25ded68c88190b1fc595ce329aeb9 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a391525a7081909166884a8ea47ace completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391e734148190a56e6a07447af304 completed March 1, 2026, 1:09 a.m.
NED2 Entity disambiguation (via description) batch_69a3924ca2148190811f9d376805d0cd completed March 1, 2026, 1:11 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.