Triple
T23000983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chris Hayes |
E572630
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Twilight of the Elites: America After Meritocracy |
—
|
NE NERFINISHED |
How this triple was built (3 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: Twilight of the Elites: America After Meritocracy | Statement: [Chris Hayes, notableWork, Twilight of the Elites: America After Meritocracy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twilight of the Elites: America After Meritocracy Context triple: [Chris Hayes, notableWork, Twilight of the Elites: America After Meritocracy]
-
A.
The Tyranny of Merit: What's Become of the Common Good?
"The Tyranny of Merit: What's Become of the Common Good?" is a philosophical and political critique by Michael Sandel that examines how meritocracy fuels inequality, moral judgment, and social division in contemporary democracies.
-
B.
Lost in the Meritocracy
Lost in the Meritocracy is Walter Kirn’s memoir chronicling his rise through elite American educational institutions and the personal and cultural costs of chasing academic prestige.
-
C.
Nation of Victims: Identity Politics, the Death of Merit, and the Path Back to Excellence
"Nation of Victims: Identity Politics, the Death of Merit, and the Path Back to Excellence" is a political and cultural commentary book by Vivek Ramaswamy that critiques victimhood culture and identity politics while arguing for a renewed emphasis on merit and personal responsibility in America.
-
D.
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.
-
E.
IQ in the Meritocracy
"IQ in the Meritocracy" is a controversial 1973 book by psychologist Richard J. Herrnstein that argues intelligence, as measured by IQ, plays a central role in determining social and economic status in modern societies.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twilight of the Elites: America After Meritocracy Target entity description: "Twilight of the Elites: America After Meritocracy" is a nonfiction book by journalist Chris Hayes that critiques the American meritocratic system and explores how elite failures have eroded public trust and deepened inequality.
-
A.
The Tyranny of Merit: What's Become of the Common Good?
"The Tyranny of Merit: What's Become of the Common Good?" is a philosophical and political critique by Michael Sandel that examines how meritocracy fuels inequality, moral judgment, and social division in contemporary democracies.
-
B.
Lost in the Meritocracy
Lost in the Meritocracy is Walter Kirn’s memoir chronicling his rise through elite American educational institutions and the personal and cultural costs of chasing academic prestige.
-
C.
Nation of Victims: Identity Politics, the Death of Merit, and the Path Back to Excellence
"Nation of Victims: Identity Politics, the Death of Merit, and the Path Back to Excellence" is a political and cultural commentary book by Vivek Ramaswamy that critiques victimhood culture and identity politics while arguing for a renewed emphasis on merit and personal responsibility in America.
-
D.
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.
-
E.
IQ in the Meritocracy
"IQ in the Meritocracy" is a controversial 1973 book by psychologist Richard J. Herrnstein that argues intelligence, as measured by IQ, plays a central role in determining social and economic status in modern societies.
- F. None of above. chosen
Provenance (2 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_69e245b6a3ac81908087599eefe3e365 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18352bcf48190bd474eff69b3465b |
completed | April 29, 2026, 4:04 a.m. |
Created at: April 17, 2026, 3:50 p.m.