Triple
T6683376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter R. Grant |
E152039
|
entity |
| Predicate | publication |
P80
|
FINISHED |
| Object |
How and Why Species Multiply: The Radiation of Darwin’s Finches
How and Why Species Multiply: The Radiation of Darwin’s Finches is a scientific book that examines the evolutionary processes and ecological factors driving speciation, using Darwin’s finches in the Galápagos Islands as a detailed case study.
|
E613025
|
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: How and Why Species Multiply: The Radiation of Darwin’s Finches | Statement: [Peter R. Grant, publication, How and Why Species Multiply: The Radiation of Darwin’s Finches]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: How and Why Species Multiply: The Radiation of Darwin’s Finches Context triple: [Peter R. Grant, publication, How and Why Species Multiply: The Radiation of Darwin’s Finches]
-
A.
Ecology and Evolution of Darwin’s Finches
"Ecology and Evolution of Darwin’s Finches" is a seminal scientific book by evolutionary biologist Peter R. Grant that synthesizes decades of field research on Galápagos finches to illuminate the mechanisms and dynamics of natural selection and speciation.
-
B.
Acquiring Genomes: A Theory of the Origins of Species
Acquiring Genomes: A Theory of the Origins of Species is a scientific book by Lynn Margulis that advances the idea that symbiosis and the merging of genomes are central drivers of evolutionary innovation and the formation of new species.
-
C.
The Causes of Evolution
The Causes of Evolution is a foundational 1932 book by geneticist J. B. S. Haldane that helped establish the modern synthesis by mathematically integrating Mendelian genetics with Darwinian natural selection.
-
D.
Lizards: Windows to the Evolution of Diversity
"Lizards: Windows to the Evolution of Diversity" is a comprehensive scientific book that explores lizard biology to illuminate broader principles of ecology, evolution, and biodiversity.
-
E.
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.
- 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: How and Why Species Multiply: The Radiation of Darwin’s Finches Triple: [Peter R. Grant, publication, How and Why Species Multiply: The Radiation of Darwin’s Finches]
Generated description
How and Why Species Multiply: The Radiation of Darwin’s Finches is a scientific book that examines the evolutionary processes and ecological factors driving speciation, using Darwin’s finches in the Galápagos Islands as a detailed case study.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: How and Why Species Multiply: The Radiation of Darwin’s Finches Target entity description: How and Why Species Multiply: The Radiation of Darwin’s Finches is a scientific book that examines the evolutionary processes and ecological factors driving speciation, using Darwin’s finches in the Galápagos Islands as a detailed case study.
-
A.
Ecology and Evolution of Darwin’s Finches
"Ecology and Evolution of Darwin’s Finches" is a seminal scientific book by evolutionary biologist Peter R. Grant that synthesizes decades of field research on Galápagos finches to illuminate the mechanisms and dynamics of natural selection and speciation.
-
B.
Acquiring Genomes: A Theory of the Origins of Species
Acquiring Genomes: A Theory of the Origins of Species is a scientific book by Lynn Margulis that advances the idea that symbiosis and the merging of genomes are central drivers of evolutionary innovation and the formation of new species.
-
C.
The Causes of Evolution
The Causes of Evolution is a foundational 1932 book by geneticist J. B. S. Haldane that helped establish the modern synthesis by mathematically integrating Mendelian genetics with Darwinian natural selection.
-
D.
Lizards: Windows to the Evolution of Diversity
"Lizards: Windows to the Evolution of Diversity" is a comprehensive scientific book that explores lizard biology to illuminate broader principles of ecology, evolution, and biodiversity.
-
E.
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.
- 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_69c687f9977c819097e7f5ada4fe522e |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b122df14819082068af37611b691 |
completed | March 27, 2026, 4:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7007ad59c8190a752d9b1152c3435 |
completed | March 27, 2026, 10:11 p.m. |
| NEDg | Description generation | batch_69c70386196c81909d46894f783ef87a |
completed | March 27, 2026, 10:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7045cda0481908982c7c7e8dc11e5 |
completed | March 27, 2026, 10:27 p.m. |
Created at: March 27, 2026, 2:04 p.m.