Triple

T490976
Position Surface form Disambiguated ID Type / Status
Subject Dorion Sagan E9987 entity
Predicate hasWrittenAbout P14097 FINISHED
Object Gaia hypothesis E37744 NE FINISHED

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: Gaia hypothesis | Statement: [Dorion Sagan, hasWrittenAbout, Gaia hypothesis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gaia hypothesis
Context triple: [Dorion Sagan, hasWrittenAbout, Gaia hypothesis]
  • A. Gaia hypothesis chosen
    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.
  • B. Life on Earth
    Life on Earth is a landmark 1979 BBC nature documentary series, presented by David Attenborough, that explores the diversity and evolution of life across the planet.
  • C. Evolving Planet
    Evolving Planet is a permanent exhibition at Chicago’s Field Museum that traces the history of life on Earth, from its origins through the age of dinosaurs to the present.
  • D. Ecosphere
    Ecosphere is an open-access, peer-reviewed scientific journal published by the Ecological Society of America that covers all aspects of ecology and environmental science.
  • E. Half-Earth Project
    The Half-Earth Project is a global conservation initiative, inspired by E.O. Wilson’s vision, that advocates protecting half of the planet’s land and seas to safeguard biodiversity and prevent mass extinction.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasWrittenAbout
Context triple: [Dorion Sagan, hasWrittenAbout, Gaia hypothesis]
  • A. hasWrittenFor
    Indicates that one entity has created written content (such as articles, stories, or texts) for or on behalf of another entity, typically a publication, organization, or platform.
  • B. wroteIn
    Indicates that an entity authored or composed something using a particular language, medium, or writing system.
  • C. areWrittenOn
    Indicates that one entity serves as a surface or medium on which another entity is inscribed, recorded, or written.
  • D. writtenIn
    Indicates that a work (such as a text, program, or document) is expressed or encoded using a particular language or notation.
  • E. hasSpokenAbout
    Indicates that one entity has verbally expressed, discussed, or mentioned another entity or topic.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0e22a308190b04d12974fd08a38 completed Feb. 28, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4778034fc8190bedcc537fed5cef9 completed March 1, 2026, 5:29 p.m.
PD Predicate disambiguation batch_69a2edf7ce008190836fb6ab5ea39375 completed Feb. 28, 2026, 1:30 p.m.
PDg Predicate description generation batch_69a2eebb2c908190960a4d0c014304cd completed Feb. 28, 2026, 1:33 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.