Triple

T7390212
Position Surface form Disambiguated ID Type / Status
Subject Georg Simmel E170478 entity
Predicate notableWork P4 FINISHED
Object 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.
E662506 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: On Social Differentiation | Statement: [Georg Simmel, notableWork, On Social Differentiation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On Social Differentiation
Context triple: [Georg Simmel, notableWork, On Social Differentiation]
  • A. 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.
  • B. The Social System
    The Social System is a foundational sociological work by Talcott Parsons that systematically outlines his theory of social action and the structural-functional organization of society.
  • C. The Sociological Tradition
    The Sociological Tradition is a seminal work of social theory by Robert Nisbet that traces and interprets the major ideas and thinkers shaping classical sociology.
  • D. Rethinking Social Inquiry
    Rethinking Social Inquiry is a methodological volume in political science that critiques and extends the quantitative, positivist approach of Designing Social Inquiry by advocating for pluralistic, case-based, and mixed-method research strategies.
  • E. Foundations of Social Theory
    Foundations of Social Theory is a major sociological work that systematically develops a rational choice framework to explain how individual actions generate larger social structures and institutions.
  • 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: On Social Differentiation
Triple: [Georg Simmel, notableWork, On Social Differentiation]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On Social Differentiation
Target entity description: "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.
  • A. 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.
  • B. The Social System
    The Social System is a foundational sociological work by Talcott Parsons that systematically outlines his theory of social action and the structural-functional organization of society.
  • C. The Sociological Tradition
    The Sociological Tradition is a seminal work of social theory by Robert Nisbet that traces and interprets the major ideas and thinkers shaping classical sociology.
  • D. Rethinking Social Inquiry
    Rethinking Social Inquiry is a methodological volume in political science that critiques and extends the quantitative, positivist approach of Designing Social Inquiry by advocating for pluralistic, case-based, and mixed-method research strategies.
  • E. Foundations of Social Theory
    Foundations of Social Theory is a major sociological work that systematically develops a rational choice framework to explain how individual actions generate larger social structures and institutions.
  • 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_69c68a5e2c9081909e713ce866e0060a completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2216a5c8190a933b24fda4530d8 completed March 27, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c810ed3a00819088c6eee3d8b8a7e9 completed March 28, 2026, 5:33 p.m.
NEDg Description generation batch_69c814f36aac8190b2a7501e6398fe93 completed March 28, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_69c815a93870819099696c249aedbeec completed March 28, 2026, 5:53 p.m.
Created at: March 27, 2026, 3:09 p.m.