Triple
T18416906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James M. Buchanan |
E441915
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | The Limits of Liberty |
E438123
|
NE FINISHED |
How this triple was built (2 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 Limits of Liberty | Statement: [James M. Buchanan, notableWork, The Limits of Liberty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Limits of Liberty Context triple: [James M. Buchanan, notableWork, The Limits of Liberty]
-
A.
The Limits of Liberty
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Freedom at Risk: Reflections on Politics, Liberty, and the State
Freedom at Risk: Reflections on Politics, Liberty, and the State is a political and philosophical work by James L. Buckley examining the growth of government power and its implications for individual liberty and constitutional governance in the United States.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8b9eb8a508190a942fd75ebd8b1dc |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e51a284b608190b77c360a72aceb7a |
completed | April 19, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03e24f407c8190899de1640277fcc8 |
completed | May 13, 2026, 2:30 a.m. |
Created at: April 10, 2026, 10:47 a.m.