Triple
T12473758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Robert Seeley |
E298124
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Introduction to Political Science
Introduction to Political Science is a foundational academic work by historian and political thinker John Robert Seeley that systematically explores the principles, structures, and functions of political life and government.
|
E985521
|
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: Introduction to Political Science | Statement: [John Robert Seeley, notableWork, Introduction to Political Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Introduction to Political Science Context triple: [John Robert Seeley, notableWork, Introduction to Political Science]
-
A.
PS: Political Science & Politics
PS: Political Science & Politics is a peer-reviewed academic journal that provides scholarly analysis and commentary on contemporary political science research, teaching, and professional issues.
-
B.
Comparative Political Studies
Comparative Political Studies is a peer-reviewed academic journal that publishes scholarly research on comparative politics and political institutions across countries and regions.
-
C.
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.
-
D.
Comparative government
Comparative government is a subfield of political science that systematically compares political systems, institutions, and processes across countries to understand their structures, functions, and development.
-
E.
Comparative Politics Today: A World View
Comparative Politics Today: A World View is a widely used political science textbook that offers a comprehensive, comparative analysis of political systems and processes across different countries.
- 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: Introduction to Political Science Triple: [John Robert Seeley, notableWork, Introduction to Political Science]
Generated description
Introduction to Political Science is a foundational academic work by historian and political thinker John Robert Seeley that systematically explores the principles, structures, and functions of political life and government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Introduction to Political Science Target entity description: Introduction to Political Science is a foundational academic work by historian and political thinker John Robert Seeley that systematically explores the principles, structures, and functions of political life and government.
-
A.
PS: Political Science & Politics
PS: Political Science & Politics is a peer-reviewed academic journal that provides scholarly analysis and commentary on contemporary political science research, teaching, and professional issues.
-
B.
Comparative Political Studies
Comparative Political Studies is a peer-reviewed academic journal that publishes scholarly research on comparative politics and political institutions across countries and regions.
-
C.
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.
-
D.
Comparative government
Comparative government is a subfield of political science that systematically compares political systems, institutions, and processes across countries to understand their structures, functions, and development.
-
E.
Comparative Politics Today: A World View
Comparative Politics Today: A World View is a widely used political science textbook that offers a comprehensive, comparative analysis of political systems and processes across different countries.
- 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_69d6ada270808190b1a2b2e7b02bb426 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dca022c819082138fd4d08516da |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f2373308190b41aafa635c8de5e |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f6437e88c881909b7f1d55c11b0825 |
completed | May 2, 2026, 6:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f644464c0c8190a8d4ea4914d32e7f |
completed | May 2, 2026, 6:36 p.m. |
Created at: April 8, 2026, 9:56 p.m.