Triple

T8215134
Position Surface form Disambiguated ID Type / Status
Subject Dynamic Sociology E191912 entity
Predicate hasAlternativeName P39 FINISHED
Object Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences
Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences, is an influential 1883 work by sociologist Lester Frank Ward that argues for the scientific planning and direction of society to promote social progress.
E718913 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: Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences | Statement: [Dynamic Sociology, hasAlternativeName, Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences
Context triple: [Dynamic Sociology, hasAlternativeName, Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences]
  • A. The Methodology of the Social Sciences
    The Methodology of the Social Sciences is a foundational work by Max Weber that articulates his influential theories on social science methodology, including concepts like ideal types, value neutrality, and the interpretive understanding of social action.
  • B. Introduction to Mathematical Sociology
    Introduction to Mathematical Sociology is a foundational book that systematically applies mathematical models and formal reasoning to the study of social structures and processes.
  • C. The Study of Sociology
    The Study of Sociology is an 1873 work by Herbert Spencer that lays out his early systematic approach to sociological theory and methodology.
  • D. The Principles of Sociology
    The Principles of Sociology is a foundational 19th-century work by Herbert Spencer that systematically applies evolutionary theory to the study and organization of human societies.
  • E. Structure and Process in Modern Societies
    Structure and Process in Modern Societies is a sociological work by Talcott Parsons that elaborates his structural-functional theory by examining how social structures and processes interact in contemporary societies.
  • 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: Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences
Triple: [Dynamic Sociology, hasAlternativeName, Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences]
Generated description
Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences, is an influential 1883 work by sociologist Lester Frank Ward that argues for the scientific planning and direction of society to promote social progress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences
Target entity description: Dynamic Sociology, or Applied Social Science as Based upon Statical Sociology and the Less Complex Sciences, is an influential 1883 work by sociologist Lester Frank Ward that argues for the scientific planning and direction of society to promote social progress.
  • A. The Methodology of the Social Sciences
    The Methodology of the Social Sciences is a foundational work by Max Weber that articulates his influential theories on social science methodology, including concepts like ideal types, value neutrality, and the interpretive understanding of social action.
  • B. Introduction to Mathematical Sociology
    Introduction to Mathematical Sociology is a foundational book that systematically applies mathematical models and formal reasoning to the study of social structures and processes.
  • C. The Study of Sociology
    The Study of Sociology is an 1873 work by Herbert Spencer that lays out his early systematic approach to sociological theory and methodology.
  • D. The Principles of Sociology
    The Principles of Sociology is a foundational 19th-century work by Herbert Spencer that systematically applies evolutionary theory to the study and organization of human societies.
  • E. Structure and Process in Modern Societies
    Structure and Process in Modern Societies is a sociological work by Talcott Parsons that elaborates his structural-functional theory by examining how social structures and processes interact in contemporary societies.
  • 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_69ca82c8c054819087fedd9a5436b8a3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb776c5cd081908259b1c3d12285de completed March 31, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccedf320c08190ada5ae5c47d059eb completed April 1, 2026, 10:05 a.m.
NEDg Description generation batch_69ccf1bbbd2481908400436e05911326 completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05d668ac819098195ba5ec26ec76 completed April 1, 2026, 11:47 a.m.
Created at: March 30, 2026, 5:44 p.m.