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.