Triple

T1580511
Position Surface form Disambiguated ID Type / Status
Subject Santa Fe Institute E33751 entity
Predicate hasMotto P42 FINISHED
Object Searching for Order in the Complexity of Evolving Worlds
"Searching for Order in the Complexity of Evolving Worlds" is the guiding motto of the Santa Fe Institute, reflecting its focus on understanding complex adaptive systems across disciplines.
E179980 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: Searching for Order in the Complexity of Evolving Worlds | Statement: [Santa Fe Institute, hasMotto, Searching for Order in the Complexity of Evolving Worlds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Searching for Order in the Complexity of Evolving Worlds
Context triple: [Santa Fe Institute, hasMotto, Searching for Order in the Complexity of Evolving Worlds]
  • A. Stability and Complexity in Model Ecosystems
    Stability and Complexity in Model Ecosystems is a landmark 1973 book by theoretical ecologist Robert May that uses mathematical models to challenge the assumption that more complex ecosystems are inherently more stable.
  • B. Acquiring Genomes: A Theory of the Origins of Species
    Acquiring Genomes: A Theory of the Origins of Species is a scientific book by Lynn Margulis that advances the idea that symbiosis and the merging of genomes are central drivers of evolutionary innovation and the formation of new species.
  • C. The Complexity of Cooperation
    The Complexity of Cooperation is a scholarly work by Avi Wigderson that explores how ideas from computational complexity theory illuminate strategic behavior, game theory, and cooperative problem-solving.
  • D. 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.
  • 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: Searching for Order in the Complexity of Evolving Worlds
Triple: [Santa Fe Institute, hasMotto, Searching for Order in the Complexity of Evolving Worlds]
Generated description
"Searching for Order in the Complexity of Evolving Worlds" is the guiding motto of the Santa Fe Institute, reflecting its focus on understanding complex adaptive systems across disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Searching for Order in the Complexity of Evolving Worlds
Target entity description: "Searching for Order in the Complexity of Evolving Worlds" is the guiding motto of the Santa Fe Institute, reflecting its focus on understanding complex adaptive systems across disciplines.
  • A. Stability and Complexity in Model Ecosystems
    Stability and Complexity in Model Ecosystems is a landmark 1973 book by theoretical ecologist Robert May that uses mathematical models to challenge the assumption that more complex ecosystems are inherently more stable.
  • B. Acquiring Genomes: A Theory of the Origins of Species
    Acquiring Genomes: A Theory of the Origins of Species is a scientific book by Lynn Margulis that advances the idea that symbiosis and the merging of genomes are central drivers of evolutionary innovation and the formation of new species.
  • C. The Complexity of Cooperation
    The Complexity of Cooperation is a scholarly work by Avi Wigderson that explores how ideas from computational complexity theory illuminate strategic behavior, game theory, and cooperative problem-solving.
  • D. 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.
  • 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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908d78fe48190b155f85deca59639 completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4030dd408190af5423ca2a3507b7 completed March 8, 2026, 9:24 a.m.
NEDg Description generation batch_69ad42612ba08190b6eabae1a098a61c completed March 8, 2026, 9:33 a.m.
NED2 Entity disambiguation (via description) batch_69ad42edfa7c8190a23e9a31915db228 completed March 8, 2026, 9:35 a.m.
Created at: March 4, 2026, 7:27 p.m.