Triple
T10227531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard J. Herrnstein |
E243243
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E851139
|
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: IQ in the Meritocracy | Statement: [Richard J. Herrnstein, notableWork, IQ in the Meritocracy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IQ in the Meritocracy Context triple: [Richard J. Herrnstein, notableWork, IQ in the Meritocracy]
-
A.
Intelligence Reframed
Intelligence Reframed is a book by psychologist Howard Gardner in which he revisits, clarifies, and expands his theory of multiple intelligences and its implications for education and human potential.
-
B.
The Mismeasure of Man
The Mismeasure of Man is a influential 1981 book by paleontologist and historian of science Stephen Jay Gould that critiques the scientific validity and social consequences of intelligence testing and biological determinism.
-
C.
The Spirit Level
The Spirit Level is a 1996 poetry collection by Nobel laureate Seamus Heaney that reflects on balance, memory, and the political and personal landscapes of Ireland.
-
D.
The Blank Slate
The Blank Slate is a book by Steven Pinker that critiques the notion of human minds as entirely shaped by environment and argues for the significant role of innate human nature, making it a foundational text in evolutionary psychology debates.
-
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: IQ in the Meritocracy Triple: [Richard J. Herrnstein, notableWork, IQ in the Meritocracy]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IQ in the Meritocracy Target entity description: "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.
-
A.
Intelligence Reframed
Intelligence Reframed is a book by psychologist Howard Gardner in which he revisits, clarifies, and expands his theory of multiple intelligences and its implications for education and human potential.
-
B.
The Mismeasure of Man
The Mismeasure of Man is a influential 1981 book by paleontologist and historian of science Stephen Jay Gould that critiques the scientific validity and social consequences of intelligence testing and biological determinism.
-
C.
The Spirit Level
The Spirit Level is a 1996 poetry collection by Nobel laureate Seamus Heaney that reflects on balance, memory, and the political and personal landscapes of Ireland.
-
D.
The Blank Slate
The Blank Slate is a book by Steven Pinker that critiques the notion of human minds as entirely shaped by environment and argues for the significant role of innate human nature, making it a foundational text in evolutionary psychology debates.
-
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_69d381b0f97c819085c9b45799a5fb7c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d1fa98a48190a5caf6b6003bc14c |
completed | April 7, 2026, 9:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f72bc5388190a8337aa6a60ed51f |
completed | April 9, 2026, 12:47 a.m. |
| NEDg | Description generation | batch_69d6fa2bb2ec8190aa099988a6c225eb |
completed | April 9, 2026, 1 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fd10dbc08190a297073e1b737566 |
completed | April 9, 2026, 1:12 a.m. |
Created at: April 6, 2026, 11:17 a.m.