Triple

T9545790
Position Surface form Disambiguated ID Type / Status
Subject Brian K. Hall E230280 entity
Predicate notableWork P4 FINISHED
Object Evolutionary Developmental Biology (book)
"Evolutionary Developmental Biology" is a foundational scholarly book by Brian K. Hall that explores how developmental processes shape and drive evolutionary change, helping to establish the modern field of evo-devo.
E805211 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: Evolutionary Developmental Biology (book) | Statement: [Brian K. Hall, notableWork, Evolutionary Developmental Biology (book)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Evolutionary Developmental Biology (book)
Context triple: [Brian K. Hall, notableWork, Evolutionary Developmental Biology (book)]
  • A. Lizards: Windows to the Evolution of Diversity
    "Lizards: Windows to the Evolution of Diversity" is a comprehensive scientific book that explores lizard biology to illuminate broader principles of ecology, evolution, and biodiversity.
  • B. The Genetic Basis of Evolutionary Change
    The Genetic Basis of Evolutionary Change is a seminal book by evolutionary biologist Richard Lewontin that explores how genetic variation and population genetics underpin evolutionary processes.
  • C. On the Archetype and Homologies of the Vertebrate Skeleton
    On the Archetype and Homologies of the Vertebrate Skeleton is a 1848 anatomical treatise by Richard Owen that systematically analyzes the structural plan and comparative homologies of vertebrate skeletons, helping to establish modern comparative anatomy.
  • D. 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.
  • E. The Structure of Evolutionary Theory
    The Structure of Evolutionary Theory is a comprehensive 2002 book by paleontologist Stephen Jay Gould that synthesizes and expands modern evolutionary theory, emphasizing concepts such as punctuated equilibrium and hierarchical selection.
  • 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: Evolutionary Developmental Biology (book)
Triple: [Brian K. Hall, notableWork, Evolutionary Developmental Biology (book)]
Generated description
"Evolutionary Developmental Biology" is a foundational scholarly book by Brian K. Hall that explores how developmental processes shape and drive evolutionary change, helping to establish the modern field of evo-devo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Evolutionary Developmental Biology (book)
Target entity description: "Evolutionary Developmental Biology" is a foundational scholarly book by Brian K. Hall that explores how developmental processes shape and drive evolutionary change, helping to establish the modern field of evo-devo.
  • A. Lizards: Windows to the Evolution of Diversity
    "Lizards: Windows to the Evolution of Diversity" is a comprehensive scientific book that explores lizard biology to illuminate broader principles of ecology, evolution, and biodiversity.
  • B. The Genetic Basis of Evolutionary Change
    The Genetic Basis of Evolutionary Change is a seminal book by evolutionary biologist Richard Lewontin that explores how genetic variation and population genetics underpin evolutionary processes.
  • C. On the Archetype and Homologies of the Vertebrate Skeleton
    On the Archetype and Homologies of the Vertebrate Skeleton is a 1848 anatomical treatise by Richard Owen that systematically analyzes the structural plan and comparative homologies of vertebrate skeletons, helping to establish modern comparative anatomy.
  • D. 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.
  • E. The Structure of Evolutionary Theory
    The Structure of Evolutionary Theory is a comprehensive 2002 book by paleontologist Stephen Jay Gould that synthesizes and expands modern evolutionary theory, emphasizing concepts such as punctuated equilibrium and hierarchical selection.
  • 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_69ca847c70b8819088a0a0bad64a50d6 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9901f2bc8190a4076f5947660df9 completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c747e608190b2fa470324fff454 completed April 4, 2026, 5:37 p.m.
NEDg Description generation batch_69d14cfcfc6c8190a39f4db25ffa160e completed April 4, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69d14d5dad98819089c49afd3d097c1f completed April 4, 2026, 5:41 p.m.
Created at: March 30, 2026, 8:01 p.m.