Triple

T1060253

Position	Surface form	Disambiguated ID	Type / Status
Subject	G. H. Hardy	`E22889`	entity
Predicate	knownFor	`P22`	FINISHED
Object	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.	`E120393`	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: Hardy–Weinberg principle | Statement: [G. H. Hardy, knownFor, Hardy–Weinberg principle]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Hardy–Weinberg principle
Context triple: [G. H. Hardy, knownFor, Hardy–Weinberg principle]

A. 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.
B. Mendel’s Principles of Heredity
Mendel’s Principles of Heredity is William Bateson’s influential 1902 book that introduced and popularized Gregor Mendel’s genetic theories in the English-speaking scientific community.
C. Sewall Wright
Sewall Wright was an American geneticist and evolutionary biologist whose pioneering work on population genetics and genetic drift helped lay the foundations of the modern evolutionary synthesis.
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: The Modern Synthesis
Evolution: The Modern Synthesis is Julian Huxley’s influential 1942 book that helped popularize and articulate the unified, gene-centered framework of 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: Hardy–Weinberg principle
Triple: [G. H. Hardy, knownFor, Hardy–Weinberg principle]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Hardy–Weinberg principle
Target entity description: 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.

A. 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.
B. Mendel’s Principles of Heredity
Mendel’s Principles of Heredity is William Bateson’s influential 1902 book that introduced and popularized Gregor Mendel’s genetic theories in the English-speaking scientific community.
C. Sewall Wright
Sewall Wright was an American geneticist and evolutionary biologist whose pioneering work on population genetics and genetic drift helped lay the foundations of the modern evolutionary synthesis.
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: The Modern Synthesis
Evolution: The Modern Synthesis is Julian Huxley’s influential 1942 book that helped popularize and articulate the unified, gene-centered framework of 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_69a493dada0481909c43649f9843ea91`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b8f3f98c819096338198d9f30491`	completed	March 1, 2026, 10:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac3bd3400c8190b84e88073f19beba`	completed	March 7, 2026, 2:53 p.m.
NEDg	Description generation	`batch_69ac3ca9b5d88190816980f964f7e947`	completed	March 7, 2026, 2:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac3d61a0c48190b619b3049df33512`	completed	March 7, 2026, 2:59 p.m.

Created at: March 1, 2026, 7:42 p.m.