Triple
T10115285
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | L. T. Hobhouse |
E218340
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Social Evolution and Political Theory
"Social Evolution and Political Theory" is a seminal early 20th-century work of political sociology in which L. T. Hobhouse analyzes the development of social institutions and liberal democratic ideals through an evolutionary framework.
|
E842423
|
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: Social Evolution and Political Theory | Statement: [L. T. Hobhouse, notableWork, Social Evolution and Political Theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Evolution and Political Theory Context triple: [L. T. Hobhouse, notableWork, Social Evolution and Political Theory]
-
A.
Politics, Self, and Society
Politics, Self, and Society is a seminal work in political science that explores how individual identity and social context shape political behavior and attitudes.
-
B.
Political Order in Changing Societies
Political Order in Changing Societies is a seminal 1968 work of political science that analyzes how rapid modernization and weak institutions can lead to political instability and violence in developing countries.
-
C.
Systematic Politics
Systematic Politics is a foundational work in political science by Charles E. Merriam that helped establish the behavioral and empirical study of political processes.
-
D.
The Nature and Limits of Political Science
The Nature and Limits of Political Science is a critical work of political theory by Maurice Cowling that challenges the assumptions and scope of modern political science as an academic discipline.
-
E.
Rediscovering Institutions: The Organizational Basis of Politics
"Rediscovering Institutions: The Organizational Basis of Politics" is a seminal work in political science and organizational theory that reexamines how institutions shape political behavior, decision-making, and governance.
- 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: Social Evolution and Political Theory Triple: [L. T. Hobhouse, notableWork, Social Evolution and Political Theory]
Generated description
"Social Evolution and Political Theory" is a seminal early 20th-century work of political sociology in which L. T. Hobhouse analyzes the development of social institutions and liberal democratic ideals through an evolutionary framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Evolution and Political Theory Target entity description: "Social Evolution and Political Theory" is a seminal early 20th-century work of political sociology in which L. T. Hobhouse analyzes the development of social institutions and liberal democratic ideals through an evolutionary framework.
-
A.
Politics, Self, and Society
Politics, Self, and Society is a seminal work in political science that explores how individual identity and social context shape political behavior and attitudes.
-
B.
Political Order in Changing Societies
Political Order in Changing Societies is a seminal 1968 work of political science that analyzes how rapid modernization and weak institutions can lead to political instability and violence in developing countries.
-
C.
Systematic Politics
Systematic Politics is a foundational work in political science by Charles E. Merriam that helped establish the behavioral and empirical study of political processes.
-
D.
The Nature and Limits of Political Science
The Nature and Limits of Political Science is a critical work of political theory by Maurice Cowling that challenges the assumptions and scope of modern political science as an academic discipline.
-
E.
Rediscovering Institutions: The Organizational Basis of Politics
"Rediscovering Institutions: The Organizational Basis of Politics" is a seminal work in political science and organizational theory that reexamines how institutions shape political behavior, decision-making, and governance.
- 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_69ca83da93fc8190b54e44bc2b34857c |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd161831c81908bb3c77caa7c3ce1 |
completed | April 2, 2026, 2:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cc2b00488190acca51a797beed45 |
completed | April 5, 2026, 8:55 p.m. |
| NEDg | Description generation | batch_69d2cda6452c81908d67ea322da3cf70 |
completed | April 5, 2026, 9:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2ce6da82081908ca6b3621971ca9a |
completed | April 5, 2026, 9:04 p.m. |
Created at: March 30, 2026, 9:04 p.m.