Triple

T18751971
Position Surface form Disambiguated ID Type / Status
Subject Enrico Coen E458546 entity
Predicate hasWritten P2831 FINISHED
Object Cells to Civilizations: The Principles of Change That Shape Life — NE NERFINISHED

How this triple was built (3 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: Cells to Civilizations: The Principles of Change That Shape Life | Statement: [Enrico Coen, hasWritten, Cells to Civilizations: The Principles of Change That Shape Life]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cells to Civilizations: The Principles of Change That Shape Life
Context triple: [Enrico Coen, hasWritten, Cells to Civilizations: The Principles of Change That Shape Life]
  • A. The Arising of Life
    "The Arising of Life" is a central musical theme from the Tomorrowland film soundtrack, known for its uplifting orchestral style that underscores the movie’s sense of wonder and optimism.
  • B. The Mathematics of Life
    The Mathematics of Life is a popular science book by mathematician Ian Stewart that explores how mathematical ideas illuminate the principles and patterns underlying biological systems and evolution.
  • C. The Diversity of Life
    The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
  • D. Microcosm: E. coli and the New Science of Life
    Microcosm: E. coli and the New Science of Life is a popular science book by Carl Zimmer that uses the bacterium E. coli to explore fundamental principles of biology, evolution, and the nature of life.
  • E. The Music of Life: Biology Beyond Genes
    The Music of Life: Biology Beyond Genes is a book by physiologist Denis Noble that challenges gene-centered views of biology by emphasizing systems-level, integrative explanations of life.
  • 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: Cells to Civilizations: The Principles of Change That Shape Life
Target entity description: Cells to Civilizations: The Principles of Change That Shape Life is a scientific book that explores how common principles of change underlie biological development, evolution, learning, and cultural transformation.
  • A. The Arising of Life
    "The Arising of Life" is a central musical theme from the Tomorrowland film soundtrack, known for its uplifting orchestral style that underscores the movie’s sense of wonder and optimism.
  • B. The Mathematics of Life
    The Mathematics of Life is a popular science book by mathematician Ian Stewart that explores how mathematical ideas illuminate the principles and patterns underlying biological systems and evolution.
  • C. The Diversity of Life
    The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
  • D. Microcosm: E. coli and the New Science of Life
    Microcosm: E. coli and the New Science of Life is a popular science book by Carl Zimmer that uses the bacterium E. coli to explore fundamental principles of biology, evolution, and the nature of life.
  • E. The Music of Life: Biology Beyond Genes
    The Music of Life: Biology Beyond Genes is a book by physiologist Denis Noble that challenges gene-centered views of biology by emphasizing systems-level, integrative explanations of life.
  • F. None of above. chosen

Provenance (2 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e579ed4e6881908791f2a6250010a6 completed April 20, 2026, 12:57 a.m.
Created at: April 10, 2026, 11:51 a.m.