Triple

T7331295
Position Surface form Disambiguated ID Type / Status
Subject Graham Wallas E169005 entity
Predicate knownFor P22 FINISHED
Object Human Nature in Politics
Human Nature in Politics is a seminal 1908 work of political psychology and theory by Graham Wallas that critiques rationalist models of politics by emphasizing the role of human instincts, emotions, and social psychology in political behavior.
E657423 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: Human Nature in Politics | Statement: [Graham Wallas, knownFor, Human Nature in Politics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Nature in Politics
Context triple: [Graham Wallas, knownFor, Human Nature in Politics]
  • A. Human Nature and Conduct
    Human Nature and Conduct is a 1922 philosophical work by John Dewey that explores how human habits, impulses, and social conditions shape moral behavior and ethical decision-making.
  • B. Politics, Self, and Society
    Politics, Self, and Society is a seminal work in political science that explores how individual identity and social context shape political behavior and attitudes.
  • C. Understanding Human Nature
    "Understanding Human Nature" is a foundational psychological work by Alfred Adler that outlines his theories on personality, social interest, and the motivations underlying human behavior.
  • D. The Concept of the Political
    The Concept of the Political is Carl Schmitt’s influential treatise that defines the political realm through the friend–enemy distinction and critiques liberalism’s attempt to depoliticize conflict.
  • E. Human Nature
    "Human Nature" is a classic pop and R&B ballad by Michael Jackson, renowned for its smooth melody and introspective lyrics about curiosity and emotional vulnerability.
  • 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: Human Nature in Politics
Triple: [Graham Wallas, knownFor, Human Nature in Politics]
Generated description
Human Nature in Politics is a seminal 1908 work of political psychology and theory by Graham Wallas that critiques rationalist models of politics by emphasizing the role of human instincts, emotions, and social psychology in political behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Nature in Politics
Target entity description: Human Nature in Politics is a seminal 1908 work of political psychology and theory by Graham Wallas that critiques rationalist models of politics by emphasizing the role of human instincts, emotions, and social psychology in political behavior.
  • A. Human Nature and Conduct
    Human Nature and Conduct is a 1922 philosophical work by John Dewey that explores how human habits, impulses, and social conditions shape moral behavior and ethical decision-making.
  • B. Politics, Self, and Society
    Politics, Self, and Society is a seminal work in political science that explores how individual identity and social context shape political behavior and attitudes.
  • C. Understanding Human Nature
    "Understanding Human Nature" is a foundational psychological work by Alfred Adler that outlines his theories on personality, social interest, and the motivations underlying human behavior.
  • D. The Concept of the Political
    The Concept of the Political is Carl Schmitt’s influential treatise that defines the political realm through the friend–enemy distinction and critiques liberalism’s attempt to depoliticize conflict.
  • E. Human Nature
    "Human Nature" is a classic pop and R&B ballad by Michael Jackson, renowned for its smooth melody and introspective lyrics about curiosity and emotional vulnerability.
  • 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_69c68a568a6481908f11e20db7bc8446 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0bf93dc8190931c13865ba827dd completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef1ac84c819095f03cf731f11c01 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7f2bb85fc81908aaaffe90a373f67 completed March 28, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69c7f32fa80c8190b0bebf5f43e426c3 completed March 28, 2026, 3:26 p.m.
Created at: March 27, 2026, 3:03 p.m.