Triple
T4213064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Tomasi |
E93949
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Free Market Fairness
Free Market Fairness is a political philosophy book by John Tomasi that argues for a synthesis of free-market economic principles with robust commitments to social justice and individual rights.
|
E422139
|
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: Free Market Fairness | Statement: [John Tomasi, notableWork, Free Market Fairness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Free Market Fairness Context triple: [John Tomasi, notableWork, Free Market Fairness]
-
A.
The Power of the Market
"The Power of the Market" is a well-known chapter from Milton and Rose Friedman's book *Free to Choose* that explains how free-market mechanisms coordinate economic activity and promote individual freedom.
-
B.
Capitalism and Freedom
Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
-
C.
The Right of Free Exchange
The Right of Free Exchange is a principle in Herbert Spencer’s political philosophy asserting that individuals should be free to trade goods, services, and labor without coercive interference from the state.
-
D.
Finance and the Good Society
Finance and the Good Society is a book by economist Robert J. Shiller that argues for a more ethical, inclusive, and socially beneficial financial system.
-
E.
Free to Choose
Free to Choose is a 1980 book and television series by economists Milton and Rose Friedman that advocates free-market economic policies and individual liberty.
- 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: Free Market Fairness Triple: [John Tomasi, notableWork, Free Market Fairness]
Generated description
Free Market Fairness is a political philosophy book by John Tomasi that argues for a synthesis of free-market economic principles with robust commitments to social justice and individual rights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Free Market Fairness Target entity description: Free Market Fairness is a political philosophy book by John Tomasi that argues for a synthesis of free-market economic principles with robust commitments to social justice and individual rights.
-
A.
The Power of the Market
"The Power of the Market" is a well-known chapter from Milton and Rose Friedman's book *Free to Choose* that explains how free-market mechanisms coordinate economic activity and promote individual freedom.
-
B.
Capitalism and Freedom
Capitalism and Freedom is a landmark 1962 book by economist Milton Friedman that argues for the primacy of free-market capitalism as a foundation for individual liberty and limited government.
-
C.
The Right of Free Exchange
The Right of Free Exchange is a principle in Herbert Spencer’s political philosophy asserting that individuals should be free to trade goods, services, and labor without coercive interference from the state.
-
D.
Finance and the Good Society
Finance and the Good Society is a book by economist Robert J. Shiller that argues for a more ethical, inclusive, and socially beneficial financial system.
-
E.
Free to Choose
Free to Choose is a 1980 book and television series by economists Milton and Rose Friedman that advocates free-market economic policies and individual liberty.
- 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34be585848190b0b177b5516f53c1 |
completed | March 12, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b59634e52c81908cb967f124a96950 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b5982450f08190a8b20faaec5bd617 |
completed | March 14, 2026, 5:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5989c95b88190a1a917f04c4cd2e5 |
completed | March 14, 2026, 5:19 p.m. |
Created at: March 12, 2026, 11:04 p.m.