Triple
T1135952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timothy Ferris |
E23139
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Science of Liberty
The Science of Liberty is a nonfiction book by science writer Timothy Ferris that explores the historical relationship between scientific progress and the development of liberal democracy.
|
E130690
|
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: The Science of Liberty | Statement: [Timothy Ferris, notableWork, The Science of Liberty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Science of Liberty Context triple: [Timothy Ferris, notableWork, The Science of Liberty]
-
A.
Four Essays on Liberty
Four Essays on Liberty is a collection of political philosophy essays by Isaiah Berlin that explores concepts of freedom, particularly his influential distinction between negative and positive liberty.
-
B.
Two Concepts of Liberty
Two Concepts of Liberty is Isaiah Berlin’s influential 1958 essay that distinguishes between and analyzes the political and philosophical implications of “negative” and “positive” liberty.
-
C.
Virtue, Liberty and Independence
Virtue, Liberty and Independence is the official state motto of Pennsylvania, expressing its foundational ideals of moral character, freedom, and self-governance.
-
D.
The Constitution of Liberty
The Constitution of Liberty is a 1960 political philosophy book by economist Friedrich Hayek that defends classical liberalism, the rule of law, and individual freedom against collectivist and interventionist doctrines.
-
E.
An Essay on the First Principles of Government
An Essay on the First Principles of Government is an influential 18th-century political treatise by Joseph Priestley that argues for civil liberties, religious freedom, and the sovereignty of the people over government.
- 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: The Science of Liberty Triple: [Timothy Ferris, notableWork, The Science of Liberty]
Generated description
The Science of Liberty is a nonfiction book by science writer Timothy Ferris that explores the historical relationship between scientific progress and the development of liberal democracy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Science of Liberty Target entity description: The Science of Liberty is a nonfiction book by science writer Timothy Ferris that explores the historical relationship between scientific progress and the development of liberal democracy.
-
A.
Four Essays on Liberty
Four Essays on Liberty is a collection of political philosophy essays by Isaiah Berlin that explores concepts of freedom, particularly his influential distinction between negative and positive liberty.
-
B.
Two Concepts of Liberty
Two Concepts of Liberty is Isaiah Berlin’s influential 1958 essay that distinguishes between and analyzes the political and philosophical implications of “negative” and “positive” liberty.
-
C.
Virtue, Liberty and Independence
Virtue, Liberty and Independence is the official state motto of Pennsylvania, expressing its foundational ideals of moral character, freedom, and self-governance.
-
D.
The Constitution of Liberty
The Constitution of Liberty is a 1960 political philosophy book by economist Friedrich Hayek that defends classical liberalism, the rule of law, and individual freedom against collectivist and interventionist doctrines.
-
E.
An Essay on the First Principles of Government
An Essay on the First Principles of Government is an influential 18th-century political treatise by Joseph Priestley that argues for civil liberties, religious freedom, and the sovereignty of the people over government.
- 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_69a493ec75988190b63a11bafaec29b4 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bc2300c481908c60fbb1188c37c5 |
completed | March 1, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac59ae5f20819093f8acc3ba7a6638 |
completed | March 7, 2026, 5 p.m. |
| NEDg | Description generation | batch_69ac5b5e2c688190a7d4998a3ed0f443 |
completed | March 7, 2026, 5:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac5bb6e78c8190a34ecbc246f72ff6 |
completed | March 7, 2026, 5:09 p.m. |
Created at: March 1, 2026, 7:44 p.m.