Triple
T8846044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Trivers |
E210506
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
“Natural selection and social theory: Selected papers of Robert Trivers”
“Natural Selection and Social Theory: Selected Papers of Robert Trivers” is a collection of influential essays by evolutionary biologist Robert Trivers that apply natural selection theory to social behavior and human psychology.
|
E760896
|
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: “Natural selection and social theory: Selected papers of Robert Trivers” | Statement: [Robert Trivers, notableWork, “Natural selection and social theory: Selected papers of Robert Trivers”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “Natural selection and social theory: Selected papers of Robert Trivers” Context triple: [Robert Trivers, notableWork, “Natural selection and social theory: Selected papers of Robert Trivers”]
-
A.
The Genetical Evolution of Social Behaviour
The Genetical Evolution of Social Behaviour is William D. Hamilton’s landmark 1964 paper that founded modern kin selection theory and transformed the study of social evolution in biology.
-
B.
The Calculus of Selfishness
The Calculus of Selfishness is a book by Karl Sigmund that uses mathematical and game-theoretic models to analyze how individual self-interest shapes cooperation, conflict, and social behavior.
-
C.
Sociobiology: The New Synthesis
Sociobiology: The New Synthesis is a landmark 1975 book by biologist Edward O. Wilson that founded the modern field of sociobiology by applying evolutionary theory to the study of social behavior in animals and humans.
-
D.
"Missing the Revolution: Darwinism for Social Scientists"
"Missing the Revolution: Darwinism for Social Scientists" is an edited academic volume that introduces and advocates evolutionary psychology and Darwinian perspectives as essential tools for understanding human behavior in the social sciences.
-
E.
"Darwin, Sex, and Status"
"Darwin, Sex, and Status" is a book by evolutionary psychologist Jerome H. Barkow that explores how evolutionary theory shapes human behavior, social hierarchies, and mating strategies.
- 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: “Natural selection and social theory: Selected papers of Robert Trivers” Triple: [Robert Trivers, notableWork, “Natural selection and social theory: Selected papers of Robert Trivers”]
Generated description
“Natural Selection and Social Theory: Selected Papers of Robert Trivers” is a collection of influential essays by evolutionary biologist Robert Trivers that apply natural selection theory to social behavior and human psychology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: “Natural selection and social theory: Selected papers of Robert Trivers” Target entity description: “Natural Selection and Social Theory: Selected Papers of Robert Trivers” is a collection of influential essays by evolutionary biologist Robert Trivers that apply natural selection theory to social behavior and human psychology.
-
A.
The Genetical Evolution of Social Behaviour
The Genetical Evolution of Social Behaviour is William D. Hamilton’s landmark 1964 paper that founded modern kin selection theory and transformed the study of social evolution in biology.
-
B.
The Calculus of Selfishness
The Calculus of Selfishness is a book by Karl Sigmund that uses mathematical and game-theoretic models to analyze how individual self-interest shapes cooperation, conflict, and social behavior.
-
C.
Sociobiology: The New Synthesis
Sociobiology: The New Synthesis is a landmark 1975 book by biologist Edward O. Wilson that founded the modern field of sociobiology by applying evolutionary theory to the study of social behavior in animals and humans.
-
D.
"Missing the Revolution: Darwinism for Social Scientists"
"Missing the Revolution: Darwinism for Social Scientists" is an edited academic volume that introduces and advocates evolutionary psychology and Darwinian perspectives as essential tools for understanding human behavior in the social sciences.
-
E.
"Darwin, Sex, and Status"
"Darwin, Sex, and Status" is a book by evolutionary psychologist Jerome H. Barkow that explores how evolutionary theory shapes human behavior, social hierarchies, and mating strategies.
- 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_69ca838967bc8190b46c3c80a2887ea4 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc60a7c518819095399976148e1b9a |
completed | April 1, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf89b5acbc8190b0f5a81af71fc7aa |
completed | April 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69cf8b4c15ac8190816f679de979b6b5 |
completed | April 3, 2026, 9:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8bfdf55081909b71ef3e92c4928f |
completed | April 3, 2026, 9:44 a.m. |
Created at: March 30, 2026, 6:48 p.m.