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.