Triple

T9217266
Position Surface form Disambiguated ID Type / Status
Subject Robert M. Lindner E221271 entity
Predicate notableWork P4 FINISHED
Object Must You Conform?
Must You Conform? is a psychological and social critique by Robert M. Lindner that challenges societal pressures toward conformity and explores the costs of suppressing individual freedom.
E785615 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: Must You Conform? | Statement: [Robert M. Lindner, notableWork, Must You Conform?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Must You Conform?
Context triple: [Robert M. Lindner, notableWork, Must You Conform?]
  • A. Do I Have To?
    "Do I Have To?" is a song by the Pet Shop Boys, known as a melancholic synth-pop track originally released as a B-side in the late 1980s.
  • B. On Social Differentiation
    "On Social Differentiation" is a foundational sociological work by Georg Simmel that analyzes how modern society is structured through increasing specialization, individuality, and complex social group formations.
  • C. The Public and the Private Realm
    "The Public and the Private Realm" is a major section of Hannah Arendt’s philosophical work *The Human Condition* that analyzes the historical and conceptual distinction between public political life and private domestic existence.
  • D. Governing the Soul: The Shaping of the Private Self
    Governing the Soul: The Shaping of the Private Self is a seminal work of social and political theory that examines how modern psychological expertise and institutions shape individual subjectivity and self-governance.
  • E. The Social Construction of What?
    The Social Construction of What? is a 1999 philosophical book by Ian Hacking that critically examines and clarifies the concept of social construction across science, knowledge, and reality.
  • 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: Must You Conform?
Triple: [Robert M. Lindner, notableWork, Must You Conform?]
Generated description
Must You Conform? is a psychological and social critique by Robert M. Lindner that challenges societal pressures toward conformity and explores the costs of suppressing individual freedom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Must You Conform?
Target entity description: Must You Conform? is a psychological and social critique by Robert M. Lindner that challenges societal pressures toward conformity and explores the costs of suppressing individual freedom.
  • A. Do I Have To?
    "Do I Have To?" is a song by the Pet Shop Boys, known as a melancholic synth-pop track originally released as a B-side in the late 1980s.
  • B. On Social Differentiation
    "On Social Differentiation" is a foundational sociological work by Georg Simmel that analyzes how modern society is structured through increasing specialization, individuality, and complex social group formations.
  • C. The Public and the Private Realm
    "The Public and the Private Realm" is a major section of Hannah Arendt’s philosophical work *The Human Condition* that analyzes the historical and conceptual distinction between public political life and private domestic existence.
  • D. Governing the Soul: The Shaping of the Private Self
    Governing the Soul: The Shaping of the Private Self is a seminal work of social and political theory that examines how modern psychological expertise and institutions shape individual subjectivity and self-governance.
  • E. The Social Construction of What?
    The Social Construction of What? is a 1999 philosophical book by Ian Hacking that critically examines and clarifies the concept of social construction across science, knowledge, and reality.
  • 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_69ca83eae42c8190a0ea9e040710a277 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccda0ae3d081908ff3f5dab52df5ae completed April 1, 2026, 8:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0661c4c2c8190bc5be991a3a75f2b completed April 4, 2026, 1:15 a.m.
NEDg Description generation batch_69d0678b89ac8190b807e1c3b457a503 completed April 4, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69d0688d4c388190bb024b03cc86d08f completed April 4, 2026, 1:25 a.m.
Created at: March 30, 2026, 7:27 p.m.