Triple

T6901178
Position Surface form Disambiguated ID Type / Status
Subject René Thom E159495 entity
Predicate hasWork P6260 FINISHED
Object Structural Stability and Morphogenesis
Structural Stability and Morphogenesis is René Thom’s seminal work that founded catastrophe theory, applying advanced topology to explain how continuous processes can lead to sudden qualitative changes in natural and social systems.
E627201 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: Structural Stability and Morphogenesis | Statement: [René Thom, hasWork, Structural Stability and Morphogenesis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Structural Stability and Morphogenesis
Context triple: [René Thom, hasWork, Structural Stability and Morphogenesis]
  • A. The Chemical Basis of Morphogenesis
    The Chemical Basis of Morphogenesis is Alan Turing’s pioneering 1952 paper that introduced reaction–diffusion models to explain how complex biological patterns and structures can arise from simple chemical processes.
  • B. 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.
  • C. The Mathematics of Life
    The Mathematics of Life is a popular science book by mathematician Ian Stewart that explores how mathematical ideas illuminate the principles and patterns underlying biological systems and evolution.
  • D. Unique Forms of Continuity in Space
    Unique Forms of Continuity in Space is a seminal Futurist bronze sculpture by Umberto Boccioni that dynamically depicts a striding human figure dissolving into flowing, aerodynamic forms to evoke speed and modernity.
  • E. Thomas rules for multistationarity and oscillations
    Thomas rules for multistationarity and oscillations are qualitative criteria in the theory of gene regulatory networks that relate the presence of positive and negative feedback circuits to the possibility of multiple stable states and sustained oscillatory behavior.
  • 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: Structural Stability and Morphogenesis
Triple: [René Thom, hasWork, Structural Stability and Morphogenesis]
Generated description
Structural Stability and Morphogenesis is René Thom’s seminal work that founded catastrophe theory, applying advanced topology to explain how continuous processes can lead to sudden qualitative changes in natural and social systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Structural Stability and Morphogenesis
Target entity description: Structural Stability and Morphogenesis is René Thom’s seminal work that founded catastrophe theory, applying advanced topology to explain how continuous processes can lead to sudden qualitative changes in natural and social systems.
  • A. The Chemical Basis of Morphogenesis
    The Chemical Basis of Morphogenesis is Alan Turing’s pioneering 1952 paper that introduced reaction–diffusion models to explain how complex biological patterns and structures can arise from simple chemical processes.
  • B. 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.
  • C. The Mathematics of Life
    The Mathematics of Life is a popular science book by mathematician Ian Stewart that explores how mathematical ideas illuminate the principles and patterns underlying biological systems and evolution.
  • D. Unique Forms of Continuity in Space
    Unique Forms of Continuity in Space is a seminal Futurist bronze sculpture by Umberto Boccioni that dynamically depicts a striding human figure dissolving into flowing, aerodynamic forms to evoke speed and modernity.
  • E. Thomas rules for multistationarity and oscillations
    Thomas rules for multistationarity and oscillations are qualitative criteria in the theory of gene regulatory networks that relate the presence of positive and negative feedback circuits to the possibility of multiple stable states and sustained oscillatory behavior.
  • 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_69c6883822e0819091e321526f20ae0a completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9603f448190bb9f963c17ca206d completed March 27, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748f0dc448190914e38d780644698 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c749f7ab5c8190ab823fac27f7484d completed March 28, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c74a6f828c8190bf0cc56227b1a5b2 completed March 28, 2026, 3:26 a.m.
Created at: March 27, 2026, 2:24 p.m.