Triple

T7132080
Position Surface form Disambiguated ID Type / Status
Subject Marianne Weber E166212 entity
Predicate notableWork P4 FINISHED
Object Max Weber: A Biography
"Max Weber: A Biography" is a comprehensive biographical study of the influential German sociologist and political economist Max Weber, written by his wife and intellectual collaborator Marianne Weber.
E643897 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: Max Weber: A Biography | Statement: [Marianne Weber, notableWork, Max Weber: A Biography]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Max Weber: A Biography
Context triple: [Marianne Weber, notableWork, Max Weber: A Biography]
  • A. The Protestant Ethic and the Spirit of Capitalism
    The Protestant Ethic and the Spirit of Capitalism is a foundational sociological work by Max Weber that explores how Protestant religious values, particularly Calvinism, helped shape the development of modern capitalist society.
  • B. Max Weber
    Max Weber was a pioneering German sociologist, economist, and political theorist whose work on bureaucracy, authority, and the Protestant ethic profoundly shaped modern social science.
  • C. Hegel and the Rise of Social Theory
    "Hegel and the Rise of Social Theory" is the subtitle of Herbert Marcuse’s influential 1941 philosophical work *Reason and Revolution*, which examines Hegel’s thought as a foundation for modern critical social theory.
  • D. On the Role of the Individual in History
    "On the Role of the Individual in History" is a Marxist theoretical essay by Georgi Plekhanov that analyzes how personal agency and great individuals interact with broader social and economic forces in shaping historical development.
  • E. The Rules of Sociological Method
    The Rules of Sociological Method is a foundational sociological treatise that systematically defines social facts and outlines a rigorous scientific approach to studying society.
  • 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: Max Weber: A Biography
Triple: [Marianne Weber, notableWork, Max Weber: A Biography]
Generated description
"Max Weber: A Biography" is a comprehensive biographical study of the influential German sociologist and political economist Max Weber, written by his wife and intellectual collaborator Marianne Weber.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Max Weber: A Biography
Target entity description: "Max Weber: A Biography" is a comprehensive biographical study of the influential German sociologist and political economist Max Weber, written by his wife and intellectual collaborator Marianne Weber.
  • A. The Protestant Ethic and the Spirit of Capitalism
    The Protestant Ethic and the Spirit of Capitalism is a foundational sociological work by Max Weber that explores how Protestant religious values, particularly Calvinism, helped shape the development of modern capitalist society.
  • B. Max Weber
    Max Weber was a pioneering German sociologist, economist, and political theorist whose work on bureaucracy, authority, and the Protestant ethic profoundly shaped modern social science.
  • C. Hegel and the Rise of Social Theory
    "Hegel and the Rise of Social Theory" is the subtitle of Herbert Marcuse’s influential 1941 philosophical work *Reason and Revolution*, which examines Hegel’s thought as a foundation for modern critical social theory.
  • D. On the Role of the Individual in History
    "On the Role of the Individual in History" is a Marxist theoretical essay by Georgi Plekhanov that analyzes how personal agency and great individuals interact with broader social and economic forces in shaping historical development.
  • E. The Rules of Sociological Method
    The Rules of Sociological Method is a foundational sociological treatise that systematically defines social facts and outlines a rigorous scientific approach to studying society.
  • 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_69c68884a9388190af42f90d1c1a7151 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e66f15b88190bc1fb0f0a8af16a6 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a341ede88190b43f26f1dad7bf70 completed March 28, 2026, 9:45 a.m.
NEDg Description generation batch_69c7a41986308190ac540663ddfd6802 completed March 28, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69c7a4be1cbc8190a7e4eb91d604f994 completed March 28, 2026, 9:51 a.m.
Created at: March 27, 2026, 2:45 p.m.