Triple

T1945449
Position Surface form Disambiguated ID Type / Status
Subject Kisho Kurokawa E42045 entity
Predicate wrote P2831 FINISHED
Object “From Metabolism to Symbiosis”
“From Metabolism to Symbiosis” is a theoretical work by Japanese architect Kisho Kurokawa that traces his evolution from the Metabolist movement toward a philosophy of architecture based on coexistence and symbiotic relationships.
 E220602 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: “From Metabolism to Symbiosis” | Statement: [Kisho Kurokawa, wrote, “From Metabolism to Symbiosis”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “From Metabolism to Symbiosis”
Context triple: [Kisho Kurokawa, wrote, “From Metabolism to Symbiosis”]
  • A. 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.
  • B. 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.
  • 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. 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. Into the Cool: Energy Flow, Thermodynamics, and Life
    "Into the Cool: Energy Flow, Thermodynamics, and Life" is a popular science book that explores how thermodynamics and energy flow shape the emergence, complexity, and evolution of life and other natural systems.
  • 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: “From Metabolism to Symbiosis”
Triple: [Kisho Kurokawa, wrote, “From Metabolism to Symbiosis”]
Generated description
“From Metabolism to Symbiosis” is a theoretical work by Japanese architect Kisho Kurokawa that traces his evolution from the Metabolist movement toward a philosophy of architecture based on coexistence and symbiotic relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “From Metabolism to Symbiosis”
Target entity description: “From Metabolism to Symbiosis” is a theoretical work by Japanese architect Kisho Kurokawa that traces his evolution from the Metabolist movement toward a philosophy of architecture based on coexistence and symbiotic relationships.
  • A. 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.
  • B. 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.
  • 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. 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. Into the Cool: Energy Flow, Thermodynamics, and Life
    "Into the Cool: Energy Flow, Thermodynamics, and Life" is a popular science book that explores how thermodynamics and energy flow shape the emergence, complexity, and evolution of life and other natural systems.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb300af2481908ae359972843c1ef completed March 7, 2026, 5:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbbcc5688190aad081dc8d119e7f completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc50a3488190afe44ee5125d9ebd completed March 8, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69adfcdccce48190a2591b90c81ad084 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.