Triple
T14002606
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank Chodorov |
E336866
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Income Tax: The Root of All Evil
"Income Tax: The Root of All Evil" is a libertarian polemic by Frank Chodorov that argues the federal income tax fundamentally undermines individual liberty and paves the way for an overreaching state.
|
E1073810
|
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: Income Tax: The Root of All Evil | Statement: [Frank Chodorov, notableWork, Income Tax: The Root of All Evil]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Income Tax: The Root of All Evil Context triple: [Frank Chodorov, notableWork, Income Tax: The Root of All Evil]
-
A.
Flat Tax Revolution: Using a Postcard to Abolish the IRS
Flat Tax Revolution: Using a Postcard to Abolish the IRS is a political and economic book by Steve Forbes advocating a simplified flat-tax system to replace the U.S. federal income tax code.
-
B.
The Taxpayer
"The Taxpayer" is a short story by Ray Bradbury that follows a frustrated man desperate to escape Earth’s troubles by securing a place on a rocket to Mars.
-
C.
The Elasticity of Taxable Income: Evidence and Implications
"The Elasticity of Taxable Income: Evidence and Implications" is a highly influential economics paper by Emmanuel Saez that analyzes how taxpayers respond to changes in marginal tax rates and draws policy conclusions for optimal tax design.
-
D.
Miti e paradossi della giustizia tributaria
"Miti e paradossi della giustizia tributaria" is an essay by Italian economist and statesman Luigi Einaudi that critically examines the principles, contradictions, and practical injustices of the tax justice system.
-
E.
The Price of Inequality
The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
- 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: Income Tax: The Root of All Evil Triple: [Frank Chodorov, notableWork, Income Tax: The Root of All Evil]
Generated description
"Income Tax: The Root of All Evil" is a libertarian polemic by Frank Chodorov that argues the federal income tax fundamentally undermines individual liberty and paves the way for an overreaching state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Income Tax: The Root of All Evil Target entity description: "Income Tax: The Root of All Evil" is a libertarian polemic by Frank Chodorov that argues the federal income tax fundamentally undermines individual liberty and paves the way for an overreaching state.
-
A.
Flat Tax Revolution: Using a Postcard to Abolish the IRS
Flat Tax Revolution: Using a Postcard to Abolish the IRS is a political and economic book by Steve Forbes advocating a simplified flat-tax system to replace the U.S. federal income tax code.
-
B.
The Taxpayer
"The Taxpayer" is a short story by Ray Bradbury that follows a frustrated man desperate to escape Earth’s troubles by securing a place on a rocket to Mars.
-
C.
The Elasticity of Taxable Income: Evidence and Implications
"The Elasticity of Taxable Income: Evidence and Implications" is a highly influential economics paper by Emmanuel Saez that analyzes how taxpayers respond to changes in marginal tax rates and draws policy conclusions for optimal tax design.
-
D.
Miti e paradossi della giustizia tributaria
"Miti e paradossi della giustizia tributaria" is an essay by Italian economist and statesman Luigi Einaudi that critically examines the principles, contradictions, and practical injustices of the tax justice system.
-
E.
The Price of Inequality
The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
- 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_69d81c645c5c8190b1fd16a285a1b78a |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2ed06a50819093ddc64f55050689 |
completed | April 14, 2026, 12:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbaca180988190bbfc93bd708688d6 |
completed | May 6, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69fbae8f83f481909ac16d4bb66ea79d |
completed | May 6, 2026, 9:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbaf702c94819095347e2599ae9931 |
completed | May 6, 2026, 9:15 p.m. |
Created at: April 9, 2026, 10:19 p.m.