Triple
T15301772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David D. Friedman |
E365805
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Machinery of Freedom
The Machinery of Freedom is a libertarian political philosophy book by economist David D. Friedman that outlines a vision of a society based on voluntary transactions and market-provided law and protection.
|
E1149254
|
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 Machinery of Freedom | Statement: [David D. Friedman, notableWork, The Machinery of Freedom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Machinery of Freedom Context triple: [David D. Friedman, notableWork, The Machinery of Freedom]
-
A.
The Future of Freedom
The Future of Freedom is a political analysis book by Fareed Zakaria that examines how the spread of democracy without strong liberal institutions can undermine individual liberty and stable governance.
-
B.
For a New Liberty: The Libertarian Manifesto
For a New Liberty: The Libertarian Manifesto is a foundational book that systematically presents and defends modern libertarian philosophy, advocating minimal government and maximal individual freedom.
-
C.
The Limits of Liberty
The Limits of Liberty is a seminal work in political economy by James M. Buchanan that explores the tension between individual freedom and collective decision-making within constitutional frameworks.
-
D.
The Logic of Liberty
The Logic of Liberty is a political and economic work by Michael Polanyi that explores the foundations of a free society, emphasizing spontaneous order, personal responsibility, and the limits of centralized planning.
-
E.
The Right and the Power
The Right and the Power is a memoir by Watergate special prosecutor Leon Jaworski that recounts his experiences investigating the Nixon administration and explores the limits of presidential authority.
- 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 Machinery of Freedom Triple: [David D. Friedman, notableWork, The Machinery of Freedom]
Generated description
The Machinery of Freedom is a libertarian political philosophy book by economist David D. Friedman that outlines a vision of a society based on voluntary transactions and market-provided law and protection.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Machinery of Freedom Target entity description: The Machinery of Freedom is a libertarian political philosophy book by economist David D. Friedman that outlines a vision of a society based on voluntary transactions and market-provided law and protection.
-
A.
The Future of Freedom
The Future of Freedom is a political analysis book by Fareed Zakaria that examines how the spread of democracy without strong liberal institutions can undermine individual liberty and stable governance.
-
B.
For a New Liberty: The Libertarian Manifesto
For a New Liberty: The Libertarian Manifesto is a foundational book that systematically presents and defends modern libertarian philosophy, advocating minimal government and maximal individual freedom.
-
C.
The Limits of Liberty
The Limits of Liberty is a seminal work in political economy by James M. Buchanan that explores the tension between individual freedom and collective decision-making within constitutional frameworks.
-
D.
The Logic of Liberty
The Logic of Liberty is a political and economic work by Michael Polanyi that explores the foundations of a free society, emphasizing spontaneous order, personal responsibility, and the limits of centralized planning.
-
E.
The Right and the Power
The Right and the Power is a memoir by Watergate special prosecutor Leon Jaworski that recounts his experiences investigating the Nixon administration and explores the limits of presidential authority.
- 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_69d85a113ee881908e297a1d38dd79fa |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0368869f8819098cf9e7801e37548 |
completed | April 16, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feef8513a08190b2d2a7dde85dd43d |
completed | May 9, 2026, 8:25 a.m. |
| NEDg | Description generation | batch_69fef23de4688190beeb59ef43891e3d |
completed | May 9, 2026, 8:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fef2d8fe04819084bb3deb6859d746 |
completed | May 9, 2026, 8:39 a.m. |
Created at: April 10, 2026, 3:15 a.m.