Triple

T3933626
Position Surface form Disambiguated ID Type / Status
Subject John Desmond Bernal E90854 entity
Predicate notableWork P4 FINISHED
Object The Origin of Life
The Origin of Life is a seminal 1967 scientific work by John Desmond Bernal that explores hypotheses on how life first emerged from non-living matter on Earth.
 E399660 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: The Origin of Life | Statement: [John Desmond Bernal, notableWork, The Origin of Life]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Origin of Life
Context triple: [John Desmond Bernal, notableWork, 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. 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.
  • 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. 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.
  • E. 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.
  • 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: The Origin of Life
Triple: [John Desmond Bernal, notableWork, The Origin of Life]
Generated description
The Origin of Life is a seminal 1967 scientific work by John Desmond Bernal that explores hypotheses on how life first emerged from non-living matter on Earth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Origin of Life
Target entity description: The Origin of Life is a seminal 1967 scientific work by John Desmond Bernal that explores hypotheses on how life first emerged from non-living matter on Earth.
  • 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. 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.
  • 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. 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.
  • E. 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.
  • 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_69aed95f26e0819094b0e71974543a19 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeedcab1808190bf653f29062cdddb completed March 9, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b52887d4a48190b51df3f51ff197c0 completed March 14, 2026, 9:21 a.m.
NEDg Description generation batch_69b529a1486881908ff348558199232b completed March 14, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_69b52a43c6f081908366d9848728f98a completed March 14, 2026, 9:28 a.m.
Created at: March 9, 2026, 3:23 p.m.