Triple
T1726332
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steven Pinker |
E37503
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Better Angels of Our Nature
The Better Angels of Our Nature is a non-fiction book by cognitive psychologist Steven Pinker that argues, with extensive historical and statistical evidence, that violence has declined over long stretches of human history and explores the psychological and social forces behind this trend.
|
E194847
|
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: The Better Angels of Our Nature | Statement: [Steven Pinker, notableWork, The Better Angels of Our Nature]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Better Angels of Our Nature Context triple: [Steven Pinker, notableWork, The Better Angels of Our Nature]
-
A.
The Fragility of Goodness
The Fragility of Goodness is a philosophical work by Martha Nussbaum that explores how human vulnerability, luck, and moral conflict shape the pursuit of a good life, especially through readings of ancient Greek literature and philosophy.
-
B.
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.
-
C.
Guns, Germs, and Steel
Guns, Germs, and Steel is a widely influential book by Jared Diamond that explores how geography, environment, and the distribution of domesticable plants and animals shaped the unequal development of human societies.
-
D.
Caste: The Origins of Our Discontents
Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
-
E.
Evolutionary Psychology: The New Science of the Mind
"Evolutionary Psychology: The New Science of the Mind" is a foundational textbook by David M. Buss that explains human thought and behavior through the lens of evolutionary theory and adaptation.
- 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: The Better Angels of Our Nature Triple: [Steven Pinker, notableWork, The Better Angels of Our Nature]
Generated description
The Better Angels of Our Nature is a non-fiction book by cognitive psychologist Steven Pinker that argues, with extensive historical and statistical evidence, that violence has declined over long stretches of human history and explores the psychological and social forces behind this trend.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Better Angels of Our Nature Target entity description: The Better Angels of Our Nature is a non-fiction book by cognitive psychologist Steven Pinker that argues, with extensive historical and statistical evidence, that violence has declined over long stretches of human history and explores the psychological and social forces behind this trend.
-
A.
The Fragility of Goodness
The Fragility of Goodness is a philosophical work by Martha Nussbaum that explores how human vulnerability, luck, and moral conflict shape the pursuit of a good life, especially through readings of ancient Greek literature and philosophy.
-
B.
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.
-
C.
Guns, Germs, and Steel
Guns, Germs, and Steel is a widely influential book by Jared Diamond that explores how geography, environment, and the distribution of domesticable plants and animals shaped the unequal development of human societies.
-
D.
Caste: The Origins of Our Discontents
Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
-
E.
Evolutionary Psychology: The New Science of the Mind
"Evolutionary Psychology: The New Science of the Mind" is a foundational textbook by David M. Buss that explains human thought and behavior through the lens of evolutionary theory and adaptation.
- 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_69a8861acab88190bb43cde203429399 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa637a9e34819094f2d9295480ddba |
completed | March 6, 2026, 5:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8af329a481908cbd3cf351fabfd5 |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad957ce41881909f1e214ebf4b08a4 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97b479bc81908b5f75b5df41f577 |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:30 p.m.