Triple

T1726059
Position Surface form Disambiguated ID Type / Status
Subject J. B. S. Haldane E37497 entity
Predicate theoryProposed P119 FINISHED
Object Haldane–Oparin hypothesis of the origin of life
The Haldane–Oparin hypothesis of the origin of life proposes that life first arose through a gradual chemical evolution of organic molecules in Earth’s early “primordial soup,” eventually leading to self-replicating systems.
E194840 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: Haldane–Oparin hypothesis of the origin of life | Statement: [J. B. S. Haldane, theoryProposed, Haldane–Oparin hypothesis of the origin of life]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haldane–Oparin hypothesis of the origin of life
Context triple: [J. B. S. Haldane, theoryProposed, Haldane–Oparin hypothesis of the origin of life]
  • A. Origins of Life (book)
    "Origins of Life" is a scientific book by physicist and mathematician Freeman Dyson that explores theoretical scenarios for how life might have first emerged from nonliving matter.
  • B. Symbiosis in Cell Evolution
    Symbiosis in Cell Evolution is a landmark scientific book by Lynn Margulis that argues complex eukaryotic cells arose through symbiotic mergers of simpler organisms, helping establish the endosymbiotic theory in evolutionary biology.
  • C. 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.
  • D. Evolution: The Modern Synthesis
    Evolution: The Modern Synthesis is Julian Huxley’s influential 1942 book that helped popularize and articulate the unified, gene-centered framework of modern evolutionary theory.
  • E. Gaia hypothesis
    The Gaia hypothesis is a scientific theory proposing that Earth’s living organisms and their inorganic surroundings interact to form a self-regulating, complex system that helps maintain conditions suitable for life.
  • 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: Haldane–Oparin hypothesis of the origin of life
Triple: [J. B. S. Haldane, theoryProposed, Haldane–Oparin hypothesis of the origin of life]
Generated description
The Haldane–Oparin hypothesis of the origin of life proposes that life first arose through a gradual chemical evolution of organic molecules in Earth’s early “primordial soup,” eventually leading to self-replicating systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haldane–Oparin hypothesis of the origin of life
Target entity description: The Haldane–Oparin hypothesis of the origin of life proposes that life first arose through a gradual chemical evolution of organic molecules in Earth’s early “primordial soup,” eventually leading to self-replicating systems.
  • A. Origins of Life (book)
    "Origins of Life" is a scientific book by physicist and mathematician Freeman Dyson that explores theoretical scenarios for how life might have first emerged from nonliving matter.
  • B. Symbiosis in Cell Evolution
    Symbiosis in Cell Evolution is a landmark scientific book by Lynn Margulis that argues complex eukaryotic cells arose through symbiotic mergers of simpler organisms, helping establish the endosymbiotic theory in evolutionary biology.
  • C. 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.
  • D. Evolution: The Modern Synthesis
    Evolution: The Modern Synthesis is Julian Huxley’s influential 1942 book that helped popularize and articulate the unified, gene-centered framework of modern evolutionary theory.
  • E. Gaia hypothesis
    The Gaia hypothesis is a scientific theory proposing that Earth’s living organisms and their inorganic surroundings interact to form a self-regulating, complex system that helps maintain conditions suitable for life.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa637a9e34819094f2d9295480ddba completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8af329a481908cbd3cf351fabfd5 completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957ce41881909f1e214ebf4b08a4 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97b479bc81908b5f75b5df41f577 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.