Triple

T10728748
Position Surface form Disambiguated ID Type / Status
Subject Peter H. Raven E253017 entity
Predicate hasPublished P80 FINISHED
Object Biology of Plants
Biology of Plants is a widely used, authoritative textbook that provides a comprehensive introduction to plant biology, covering plant structure, function, diversity, evolution, and ecology.
E883377 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: Biology of Plants | Statement: [Peter H. Raven, hasPublished, Biology of Plants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biology of Plants
Context triple: [Peter H. Raven, hasPublished, Biology of Plants]
  • A. Physiological Botany
    Physiological Botany is a foundational 19th-century textbook by botanist George Lincoln Goodale that systematically explores the functions and processes of plant life.
  • B. Oecology of Plants
    Oecology of Plants is a foundational botanical work by Eugenius Warming that systematically established plant ecology as a scientific discipline by analyzing how plants interact with their environments.
  • C. Division of Plant Physiology
    The Division of Plant Physiology is a specialized research and academic unit of the Indian Agricultural Research Institute focused on understanding plant functions and processes to improve crop productivity and stress tolerance.
  • D. Principles of Descriptive and Physiological Botany
    Principles of Descriptive and Physiological Botany is a 19th-century botanical textbook by John Stevens Henslow that systematically outlines plant structure, classification, and function for students of botany.
  • E. Variation and Evolution in Plants
    Variation and Evolution in Plants is a foundational botanical work by G. Ledyard Stebbins that integrated genetics, evolution, and plant biology, helping to solidify the modern evolutionary synthesis.
  • 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: Biology of Plants
Triple: [Peter H. Raven, hasPublished, Biology of Plants]
Generated description
Biology of Plants is a widely used, authoritative textbook that provides a comprehensive introduction to plant biology, covering plant structure, function, diversity, evolution, and ecology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biology of Plants
Target entity description: Biology of Plants is a widely used, authoritative textbook that provides a comprehensive introduction to plant biology, covering plant structure, function, diversity, evolution, and ecology.
  • A. Physiological Botany
    Physiological Botany is a foundational 19th-century textbook by botanist George Lincoln Goodale that systematically explores the functions and processes of plant life.
  • B. Oecology of Plants
    Oecology of Plants is a foundational botanical work by Eugenius Warming that systematically established plant ecology as a scientific discipline by analyzing how plants interact with their environments.
  • C. Division of Plant Physiology
    The Division of Plant Physiology is a specialized research and academic unit of the Indian Agricultural Research Institute focused on understanding plant functions and processes to improve crop productivity and stress tolerance.
  • D. Principles of Descriptive and Physiological Botany
    Principles of Descriptive and Physiological Botany is a 19th-century botanical textbook by John Stevens Henslow that systematically outlines plant structure, classification, and function for students of botany.
  • E. Variation and Evolution in Plants
    Variation and Evolution in Plants is a foundational botanical work by G. Ledyard Stebbins that integrated genetics, evolution, and plant biology, helping to solidify the modern evolutionary synthesis.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d70fc92a18819089cc67afee1c9b96 completed April 9, 2026, 2:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69de22a97fec8190bb97f68353c2144e completed April 14, 2026, 11:19 a.m.
NEDg Description generation batch_69de271ca4f081908d78a20b25ebd25c completed April 14, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69de2ccee0cc8190acd24d5c225f7cde completed April 14, 2026, 12:02 p.m.
Created at: April 8, 2026, 9:14 p.m.