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.