Triple

T490961
Position Surface form Disambiguated ID Type / Status
Subject Dorion Sagan E9987 entity
Predicate notableWork P4 FINISHED
Object Slanted Truths: Essays on Gaia, Symbiosis, and Evolution
Slanted Truths: Essays on Gaia, Symbiosis, and Evolution is a collection of scientific and philosophical essays exploring Gaia theory, symbiosis, and evolutionary biology, co-authored by Dorion Sagan and his mother, biologist Lynn Margulis.
E61328 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: Slanted Truths: Essays on Gaia, Symbiosis, and Evolution | Statement: [Dorion Sagan, notableWork, Slanted Truths: Essays on Gaia, Symbiosis, and Evolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Slanted Truths: Essays on Gaia, Symbiosis, and Evolution
Context triple: [Dorion Sagan, notableWork, Slanted Truths: Essays on Gaia, Symbiosis, and Evolution]
  • A. Chaos and Creation in the Backyard
    Chaos and Creation in the Backyard is a critically acclaimed 2005 studio album by Paul McCartney that showcases a more introspective, stripped-down songwriting and production style.
  • B. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • C. 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.
  • D. Consilience: The Unity of Knowledge
    Consilience: The Unity of Knowledge is a 1998 book by biologist Edward O. Wilson that argues for the unification of the natural sciences, social sciences, and humanities into a single, coherent framework of knowledge.
  • E. The Diversity of Life
    The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
  • 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: Slanted Truths: Essays on Gaia, Symbiosis, and Evolution
Triple: [Dorion Sagan, notableWork, Slanted Truths: Essays on Gaia, Symbiosis, and Evolution]
Generated description
Slanted Truths: Essays on Gaia, Symbiosis, and Evolution is a collection of scientific and philosophical essays exploring Gaia theory, symbiosis, and evolutionary biology, co-authored by Dorion Sagan and his mother, biologist Lynn Margulis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Slanted Truths: Essays on Gaia, Symbiosis, and Evolution
Target entity description: Slanted Truths: Essays on Gaia, Symbiosis, and Evolution is a collection of scientific and philosophical essays exploring Gaia theory, symbiosis, and evolutionary biology, co-authored by Dorion Sagan and his mother, biologist Lynn Margulis.
  • A. Chaos and Creation in the Backyard
    Chaos and Creation in the Backyard is a critically acclaimed 2005 studio album by Paul McCartney that showcases a more introspective, stripped-down songwriting and production style.
  • B. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • C. 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.
  • D. Consilience: The Unity of Knowledge
    Consilience: The Unity of Knowledge is a 1998 book by biologist Edward O. Wilson that argues for the unification of the natural sciences, social sciences, and humanities into a single, coherent framework of knowledge.
  • E. The Diversity of Life
    The Diversity of Life is a landmark book by biologist Edward O. Wilson that explores the richness of Earth’s species, the processes that generate biodiversity, and the threats posed by human activity.
  • 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.
NEDg Description generation batch_69a4789d8f8081908ed56a780d5e62b3 completed March 1, 2026, 5:34 p.m.
NED2 Entity disambiguation (via description) batch_69a4790ff80481909596be35d493f6d1 completed March 1, 2026, 5:36 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.