Triple
T7026413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Maynard Smith |
E162957
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Evolution and the Theory of Games
Evolution and the Theory of Games is a seminal 1982 book by John Maynard Smith that applies game theory to evolutionary biology, introducing concepts such as evolutionarily stable strategies to explain animal behavior and the evolution of cooperation and conflict.
|
E636049
|
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: Evolution and the Theory of Games | Statement: [John Maynard Smith, notableWork, Evolution and the Theory of Games]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Evolution and the Theory of Games Context triple: [John Maynard Smith, notableWork, Evolution and the Theory of Games]
-
A.
The Structure of Evolutionary Theory
The Structure of Evolutionary Theory is a comprehensive 2002 book by paleontologist Stephen Jay Gould that synthesizes and expands modern evolutionary theory, emphasizing concepts such as punctuated equilibrium and hierarchical selection.
-
B.
Genetics of the Evolutionary Process
Genetics of the Evolutionary Process is a seminal work in evolutionary biology that synthesizes genetic principles with natural selection to explain how evolutionary change occurs within and between populations.
-
C.
Evolution in Mendelian Populations
"Evolution in Mendelian Populations" is a foundational 1931 paper by Sewall Wright that introduced key concepts of population genetics, including genetic drift, inbreeding, and the shifting balance theory of evolution.
-
D.
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.
-
E.
The Roles of Mutation, Inbreeding, Crossbreeding and Selection in Evolution
"The Roles of Mutation, Inbreeding, Crossbreeding and Selection in Evolution" is a landmark 1932 paper by geneticist Sewall Wright that helped establish the theoretical foundations of population genetics and modern evolutionary theory.
- 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: Evolution and the Theory of Games Triple: [John Maynard Smith, notableWork, Evolution and the Theory of Games]
Generated description
Evolution and the Theory of Games is a seminal 1982 book by John Maynard Smith that applies game theory to evolutionary biology, introducing concepts such as evolutionarily stable strategies to explain animal behavior and the evolution of cooperation and conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Evolution and the Theory of Games Target entity description: Evolution and the Theory of Games is a seminal 1982 book by John Maynard Smith that applies game theory to evolutionary biology, introducing concepts such as evolutionarily stable strategies to explain animal behavior and the evolution of cooperation and conflict.
-
A.
The Structure of Evolutionary Theory
The Structure of Evolutionary Theory is a comprehensive 2002 book by paleontologist Stephen Jay Gould that synthesizes and expands modern evolutionary theory, emphasizing concepts such as punctuated equilibrium and hierarchical selection.
-
B.
Genetics of the Evolutionary Process
Genetics of the Evolutionary Process is a seminal work in evolutionary biology that synthesizes genetic principles with natural selection to explain how evolutionary change occurs within and between populations.
-
C.
Evolution in Mendelian Populations
"Evolution in Mendelian Populations" is a foundational 1931 paper by Sewall Wright that introduced key concepts of population genetics, including genetic drift, inbreeding, and the shifting balance theory of evolution.
-
D.
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.
-
E.
The Roles of Mutation, Inbreeding, Crossbreeding and Selection in Evolution
"The Roles of Mutation, Inbreeding, Crossbreeding and Selection in Evolution" is a landmark 1932 paper by geneticist Sewall Wright that helped establish the theoretical foundations of population genetics and modern evolutionary theory.
- 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_69c6885b26248190a857541e3d10e299 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e1fd6ab48190865271e16e8ff669 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c77588285481909799a2bb76921b9a |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c777902cbc8190b24ee5e441c5607e |
completed | March 28, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77807d33c8190bb3e236829f06071 |
completed | March 28, 2026, 6:41 a.m. |
Created at: March 27, 2026, 2:35 p.m.