Triple

T10687978
Position Surface form Disambiguated ID Type / Status
Subject Brian Charlesworth E251930 entity
Predicate notableWork P4 FINISHED
Object Evolution in Age-Structured Populations
Evolution in Age-Structured Populations is a seminal theoretical biology book that analyzes how natural selection and genetic processes shape life histories and demographic patterns across different ages within populations.
 E879128 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Evolution in Age-Structured Populations | Statement: [Brian Charlesworth, notableWork, Evolution in Age-Structured Populations]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Evolution in Age-Structured Populations
Context triple: [Brian Charlesworth, notableWork, Evolution in Age-Structured Populations]
  • 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. Evolutionary Games and Population Dynamics
    "Evolutionary Games and Population Dynamics" is a foundational book that applies game theory to evolutionary biology, analyzing how strategic interactions shape the behavior and composition of populations over time.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Evolution in Age-Structured Populations
Target entity description: Evolution in Age-Structured Populations is a seminal theoretical biology book that analyzes how natural selection and genetic processes shape life histories and demographic patterns across different ages within populations.
  • 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. Evolutionary Games and Population Dynamics
    "Evolutionary Games and Population Dynamics" is a foundational book that applies game theory to evolutionary biology, analyzing how strategic interactions shape the behavior and composition of populations over time.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Evolution in Age-Structured Populations
Triple: [Brian Charlesworth, notableWork, Evolution in Age-Structured Populations]
Generated description
Evolution in Age-Structured Populations is a seminal theoretical biology book that analyzes how natural selection and genetic processes shape life histories and demographic patterns across different ages within populations.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d6aa5bd7c08190a816e733b4045c23 elicitation completed
NER batch_69d6fd19f0f481909eeaa75d17d9c060 ner completed
NED1 batch_69d9889d1f988190938be54771161b00 ned_source_triple completed
NED2 batch_69d98c2aae048190b348e5614ff23f03 ned_description completed
NEDg batch_69d98aeb82988190a17b009c74279423 nedg completed
Created at: April 8, 2026, 9:11 p.m.