Triple

T277115
Position Surface form Disambiguated ID Type / Status
Subject Herbert Marcuse E5273 entity
Predicate notableWork P4 FINISHED
Object One-Dimensional Man
One-Dimensional Man is a 1964 philosophical critique by Herbert Marcuse that analyzes how advanced industrial societies create conformist, "one-dimensional" thinking that undermines genuine freedom and critical consciousness.
E36053 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 Man | Statement: [Herbert Marcuse, notableWork, One-Dimensional Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: One-Dimensional Man
Context triple: [Herbert Marcuse, notableWork, One-Dimensional Man]
  • A. The Transcendental Temptation
    The Transcendental Temptation is a seminal work of secular humanism and skepticism in which philosopher Paul Kurtz critically examines religious and paranormal claims, arguing for a naturalistic, evidence-based worldview.
  • B. 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.
  • C. Über die Grenzen der Wirksamkeit des Staates
    Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
  • D. Enemies of the Permanent Things
    Enemies of the Permanent Things is a collection of essays by conservative thinker Russell Kirk critiquing modern cultural, political, and moral trends in defense of enduring moral and social norms.
  • E. Mens et Manus
    Mens et Manus is the Latin motto of the Massachusetts Institute of Technology, expressing the union of mind and hand in the pursuit of knowledge and practical application.
  • 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 Man
Triple: [Herbert Marcuse, notableWork, One-Dimensional Man]
Generated description
One-Dimensional Man is a 1964 philosophical critique by Herbert Marcuse that analyzes how advanced industrial societies create conformist, "one-dimensional" thinking that undermines genuine freedom and critical consciousness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: One-Dimensional Man
Target entity description: One-Dimensional Man is a 1964 philosophical critique by Herbert Marcuse that analyzes how advanced industrial societies create conformist, "one-dimensional" thinking that undermines genuine freedom and critical consciousness.
  • A. The Transcendental Temptation
    The Transcendental Temptation is a seminal work of secular humanism and skepticism in which philosopher Paul Kurtz critically examines religious and paranormal claims, arguing for a naturalistic, evidence-based worldview.
  • B. 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.
  • C. Über die Grenzen der Wirksamkeit des Staates
    Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
  • D. Enemies of the Permanent Things
    Enemies of the Permanent Things is a collection of essays by conservative thinker Russell Kirk critiquing modern cultural, political, and moral trends in defense of enduring moral and social norms.
  • E. Mens et Manus
    Mens et Manus is the Latin motto of the Massachusetts Institute of Technology, expressing the union of mind and hand in the pursuit of knowledge and practical application.
  • 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.