Triple

T7305106
Position Surface form Disambiguated ID Type / Status
Subject Carl Zimmer E167954 entity
Predicate notableWork P4 FINISHED
Object 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.
E654604 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: Microcosm: E. coli and the New Science of Life | Statement: [Carl Zimmer, notableWork, Microcosm: E. coli and the New Science of Life]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Microcosm: E. coli and the New Science of Life
Context triple: [Carl Zimmer, notableWork, Microcosm: E. coli and the New Science of Life]
  • A. Microcosmos: Four Billion Years of Microbial Evolution
    Microcosmos: Four Billion Years of Microbial Evolution is a popular science book by Lynn Margulis that explores the central role of microbes in the evolution and functioning of life on Earth.
  • B. From Bacteria to Bach and Back
    From Bacteria to Bach and Back is a philosophical work by Daniel Dennett that explores how mind, consciousness, and culture could have evolved from simple biological beginnings through natural selection and cultural evolution.
  • C. The Language of Life
    The Language of Life is a popular science book by geneticist Francis Collins that explains how advances in genomics are transforming medicine and personal health.
  • D. 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.
  • E. Gaia: A New Look at Life on Earth
    "Gaia: A New Look at Life on Earth" is James Lovelock’s influential book that introduces the Gaia hypothesis, proposing that Earth functions as a self-regulating, living system.
  • 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: Microcosm: E. coli and the New Science of Life
Triple: [Carl Zimmer, notableWork, Microcosm: E. coli and the New Science of Life]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Microcosm: E. coli and the New Science of Life
Target entity description: 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.
  • A. Microcosmos: Four Billion Years of Microbial Evolution
    Microcosmos: Four Billion Years of Microbial Evolution is a popular science book by Lynn Margulis that explores the central role of microbes in the evolution and functioning of life on Earth.
  • B. From Bacteria to Bach and Back
    From Bacteria to Bach and Back is a philosophical work by Daniel Dennett that explores how mind, consciousness, and culture could have evolved from simple biological beginnings through natural selection and cultural evolution.
  • C. The Language of Life
    The Language of Life is a popular science book by geneticist Francis Collins that explains how advances in genomics are transforming medicine and personal health.
  • D. 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.
  • E. Gaia: A New Look at Life on Earth
    "Gaia: A New Look at Life on Earth" is James Lovelock’s influential book that introduces the Gaia hypothesis, proposing that Earth functions as a self-regulating, living system.
  • 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_69c6888c820881909fc68f689fe1c251 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebd61c0c8190abb1368c9dfb1550 completed March 27, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e55bfccc8190a46067c60c3c1a3f completed March 28, 2026, 2:27 p.m.
NEDg Description generation batch_69c7e5fbe8a8819083a892f4e54013eb completed March 28, 2026, 2:30 p.m.
NED2 Entity disambiguation (via description) batch_69c7e69ca1ac8190a398da894c6cc04e completed March 28, 2026, 2:33 p.m.
Created at: March 27, 2026, 3:01 p.m.