Triple

T7536618
Position Surface form Disambiguated ID Type / Status
Subject Jim Al-Khalili E178166 entity
Predicate notableWork P4 FINISHED
Object Life on the Edge: The Coming of Age of Quantum Biology
Life on the Edge: The Coming of Age of Quantum Biology is a popular science book that explores how quantum mechanics underpins key biological processes such as photosynthesis, enzyme activity, and even bird navigation.
E672382 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: Life on the Edge: The Coming of Age of Quantum Biology | Statement: [Jim Al-Khalili, notableWork, Life on the Edge: The Coming of Age of Quantum Biology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Life on the Edge: The Coming of Age of Quantum Biology
Context triple: [Jim Al-Khalili, notableWork, Life on the Edge: The Coming of Age of Quantum Biology]
  • A. 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.
  • B. Into the Cool: Energy Flow, Thermodynamics, and Life
    "Into the Cool: Energy Flow, Thermodynamics, and Life" is a popular science book that explores how thermodynamics and energy flow shape the emergence, complexity, and evolution of life and other natural systems.
  • C. Regenesis: How Synthetic Biology Will Reinvent Nature and Ourselves
    Regenesis: How Synthetic Biology Will Reinvent Nature and Ourselves is a popular science book that explores the emerging field of synthetic biology and its potential to radically transform life, technology, and the environment.
  • D. The Physics of Immortality
    The Physics of Immortality is a controversial 1994 book by physicist Frank J. Tipler that uses speculative cosmology and physics to argue for the scientific possibility of resurrection and eternal life.
  • E. 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.
  • 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: Life on the Edge: The Coming of Age of Quantum Biology
Triple: [Jim Al-Khalili, notableWork, Life on the Edge: The Coming of Age of Quantum Biology]
Generated description
Life on the Edge: The Coming of Age of Quantum Biology is a popular science book that explores how quantum mechanics underpins key biological processes such as photosynthesis, enzyme activity, and even bird navigation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Life on the Edge: The Coming of Age of Quantum Biology
Target entity description: Life on the Edge: The Coming of Age of Quantum Biology is a popular science book that explores how quantum mechanics underpins key biological processes such as photosynthesis, enzyme activity, and even bird navigation.
  • A. 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.
  • B. Into the Cool: Energy Flow, Thermodynamics, and Life
    "Into the Cool: Energy Flow, Thermodynamics, and Life" is a popular science book that explores how thermodynamics and energy flow shape the emergence, complexity, and evolution of life and other natural systems.
  • C. Regenesis: How Synthetic Biology Will Reinvent Nature and Ourselves
    Regenesis: How Synthetic Biology Will Reinvent Nature and Ourselves is a popular science book that explores the emerging field of synthetic biology and its potential to radically transform life, technology, and the environment.
  • D. The Physics of Immortality
    The Physics of Immortality is a controversial 1994 book by physicist Frank J. Tipler that uses speculative cosmology and physics to argue for the scientific possibility of resurrection and eternal life.
  • E. 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.
  • 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84db0c48190b2b3d8c5f802f713 completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f108aec81909b0738b6273d5bd3 completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c853ef32288190bcd3c53242bfba25 completed March 28, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69c85458fa7481908809f46373445156 completed March 28, 2026, 10:21 p.m.
Created at: March 27, 2026, 3:48 p.m.