Triple

T1908301
Position Surface form Disambiguated ID Type / Status
Subject Ronald A. Fisher E38051 entity
Predicate knownFor P22 FINISHED
Object Fisher's fundamental theorem of natural selection
Fisher's fundamental theorem of natural selection is a key principle in evolutionary biology stating that the rate of increase in fitness of a population is proportional to its genetic variance in fitness.
E212222 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: Fisher's fundamental theorem of natural selection | Statement: [Ronald A. Fisher, knownFor, Fisher's fundamental theorem of natural selection]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fisher's fundamental theorem of natural selection
Context triple: [Ronald A. Fisher, knownFor, Fisher's fundamental theorem of natural selection]
  • A. 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.
  • B. 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.
  • C. Genetics and the Origin of Species
    Genetics and the Origin of Species is a 1937 book by Theodosius Dobzhansky that helped found the modern evolutionary synthesis by integrating Mendelian genetics with Darwinian natural selection.
  • 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. 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.
  • 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: Fisher's fundamental theorem of natural selection
Triple: [Ronald A. Fisher, knownFor, Fisher's fundamental theorem of natural selection]
Generated description
Fisher's fundamental theorem of natural selection is a key principle in evolutionary biology stating that the rate of increase in fitness of a population is proportional to its genetic variance in fitness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fisher's fundamental theorem of natural selection
Target entity description: Fisher's fundamental theorem of natural selection is a key principle in evolutionary biology stating that the rate of increase in fitness of a population is proportional to its genetic variance in fitness.
  • A. 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.
  • B. 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.
  • C. Genetics and the Origin of Species
    Genetics and the Origin of Species is a 1937 book by Theodosius Dobzhansky that helped found the modern evolutionary synthesis by integrating Mendelian genetics with Darwinian natural selection.
  • 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. 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.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1b55edc8190bce8ac97196939a9 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeafdad3c8190be7aeaed8bdeac43 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb6f7f208190af892c3c25961438 completed March 8, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69adec2a928881909a1059ea5d4fc72b completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.