Triple

T1726033
Position Surface form Disambiguated ID Type / Status
Subject J. B. S. Haldane E37497 entity
Predicate notableFor P22 FINISHED
Object Haldane’s dilemma
Haldane’s dilemma is a theoretical argument in population genetics that questions how rapidly beneficial genetic substitutions can accumulate in a population given the reproductive cost of natural selection.
E194835 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: Haldane’s dilemma | Statement: [J. B. S. Haldane, notableFor, Haldane’s dilemma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haldane’s dilemma
Context triple: [J. B. S. Haldane, notableFor, Haldane’s dilemma]
  • A. 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.
  • B. 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.
  • C. Essays of a Biologist
    Essays of a Biologist is a collection of influential essays by evolutionary biologist Julian Huxley that explores biology’s implications for human society, philosophy, and the modern worldview.
  • D. 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.
  • E. 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.
  • 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: Haldane’s dilemma
Triple: [J. B. S. Haldane, notableFor, Haldane’s dilemma]
Generated description
Haldane’s dilemma is a theoretical argument in population genetics that questions how rapidly beneficial genetic substitutions can accumulate in a population given the reproductive cost of natural selection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haldane’s dilemma
Target entity description: Haldane’s dilemma is a theoretical argument in population genetics that questions how rapidly beneficial genetic substitutions can accumulate in a population given the reproductive cost of natural selection.
  • A. 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.
  • B. 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.
  • C. Essays of a Biologist
    Essays of a Biologist is a collection of influential essays by evolutionary biologist Julian Huxley that explores biology’s implications for human society, philosophy, and the modern worldview.
  • D. 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.
  • E. 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.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635cad5481908e6c04a230d3b0bb completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8af329a481908cbd3cf351fabfd5 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957ce41881909f1e214ebf4b08a4 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97b479bc81908b5f75b5df41f577 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.