Triple
T4847733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Unified Neutral Theory of Biodiversity and Biogeography |
E108332
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
neutral theory of population genetics
The neutral theory of population genetics is an evolutionary framework proposing that most genetic variation and molecular changes in populations are governed by random genetic drift of selectively neutral mutations rather than by natural selection.
|
E473474
|
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: neutral theory of population genetics | Statement: [Unified Neutral Theory of Biodiversity and Biogeography, basedOn, neutral theory of population genetics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: neutral theory of population genetics Context triple: [Unified Neutral Theory of Biodiversity and Biogeography, basedOn, neutral theory of population genetics]
-
A.
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.
-
B.
Hardy–Weinberg principle
The Hardy–Weinberg principle is a fundamental concept in population genetics that describes how allele and genotype frequencies remain constant from generation to generation in an idealized, non-evolving population.
-
C.
shifting balance theory
Shifting balance theory is an evolutionary framework proposed by Sewall Wright that explains how genetic drift, selection, and gene flow interact across subdivided populations to drive adaptive evolution.
-
D.
Unified Neutral Theory of Biodiversity and Biogeography
Unified Neutral Theory of Biodiversity and Biogeography is an influential ecological theory proposing that biodiversity patterns and species abundances can be explained by assuming ecological equivalence among individuals regardless of species.
-
E.
Evolution and the Genetics of Populations
Evolution and the Genetics of Populations is a foundational multi-volume work in population genetics that systematically presents Sewall Wright’s theories on genetic drift, inbreeding, selection, and the evolutionary process.
- 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: neutral theory of population genetics Triple: [Unified Neutral Theory of Biodiversity and Biogeography, basedOn, neutral theory of population genetics]
Generated description
The neutral theory of population genetics is an evolutionary framework proposing that most genetic variation and molecular changes in populations are governed by random genetic drift of selectively neutral mutations rather than by natural selection.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: neutral theory of population genetics Target entity description: The neutral theory of population genetics is an evolutionary framework proposing that most genetic variation and molecular changes in populations are governed by random genetic drift of selectively neutral mutations rather than by natural selection.
-
A.
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.
-
B.
Hardy–Weinberg principle
The Hardy–Weinberg principle is a fundamental concept in population genetics that describes how allele and genotype frequencies remain constant from generation to generation in an idealized, non-evolving population.
-
C.
shifting balance theory
Shifting balance theory is an evolutionary framework proposed by Sewall Wright that explains how genetic drift, selection, and gene flow interact across subdivided populations to drive adaptive evolution.
-
D.
Unified Neutral Theory of Biodiversity and Biogeography
Unified Neutral Theory of Biodiversity and Biogeography is an influential ecological theory proposing that biodiversity patterns and species abundances can be explained by assuming ecological equivalence among individuals regardless of species.
-
E.
Evolution and the Genetics of Populations
Evolution and the Genetics of Populations is a foundational multi-volume work in population genetics that systematically presents Sewall Wright’s theories on genetic drift, inbreeding, selection, and the evolutionary process.
- 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_69bd4409b264819085ab855f3eb5381a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d1aefdc8190910b78615730f991 |
completed | March 20, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cdafb3481908594ae883c6e9872 |
completed | March 21, 2026, 8:54 a.m. |
| NEDg | Description generation | batch_69be5d4f2f908190b305996875f1f956 |
completed | March 21, 2026, 8:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5dcbb58c8190bbcf75c570720ad6 |
completed | March 21, 2026, 8:58 a.m. |
Created at: March 20, 2026, 1:25 p.m.