Triple

T542377
Position Surface form Disambiguated ID Type / Status
Subject René Thomas E12657 entity
Predicate knownFor P22 FINISHED
Object Thomas logical formalism for regulatory networks
Thomas logical formalism for regulatory networks is a qualitative mathematical framework that models gene and regulatory networks using discrete logical variables and rules to capture their dynamic behavior.
E68059 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: Thomas logical formalism for regulatory networks | Statement: [René Thomas, knownFor, Thomas logical formalism for regulatory networks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas logical formalism for regulatory networks
Context triple: [René Thomas, knownFor, Thomas logical formalism for regulatory networks]
  • A. Science of Logic
    Science of Logic is a foundational philosophical work by G.W.F. Hegel that systematically develops his dialectical method and metaphysical account of concepts, being, and reality.
  • B. The Logical Structure of the World
    The Logical Structure of the World is Rudolf Carnap’s seminal 1928 work in which he develops a rigorous, formal reconstruction of all scientific concepts from a phenomenalist basis, serving as a foundational text of logical positivism.
  • C. An Investigation of the Laws of Thought
    An Investigation of the Laws of Thought is George Boole’s foundational 1854 treatise that established Boolean algebra and helped lay the groundwork for modern mathematical logic and computer science.
  • D. The Mathematical Analysis of Logic
    The Mathematical Analysis of Logic is George Boole’s pioneering 1847 work that laid the foundations of symbolic logic and helped initiate the algebraic treatment of logical reasoning.
  • E. A Symbolic Analysis of Relay and Switching Circuits
    A Symbolic Analysis of Relay and Switching Circuits is Claude Shannon’s landmark 1937 master’s thesis that founded modern digital circuit design by applying Boolean algebra to relay and switching 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: Thomas logical formalism for regulatory networks
Triple: [René Thomas, knownFor, Thomas logical formalism for regulatory networks]
Generated description
Thomas logical formalism for regulatory networks is a qualitative mathematical framework that models gene and regulatory networks using discrete logical variables and rules to capture their dynamic behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas logical formalism for regulatory networks
Target entity description: Thomas logical formalism for regulatory networks is a qualitative mathematical framework that models gene and regulatory networks using discrete logical variables and rules to capture their dynamic behavior.
  • A. Science of Logic
    Science of Logic is a foundational philosophical work by G.W.F. Hegel that systematically develops his dialectical method and metaphysical account of concepts, being, and reality.
  • B. The Logical Structure of the World
    The Logical Structure of the World is Rudolf Carnap’s seminal 1928 work in which he develops a rigorous, formal reconstruction of all scientific concepts from a phenomenalist basis, serving as a foundational text of logical positivism.
  • C. An Investigation of the Laws of Thought
    An Investigation of the Laws of Thought is George Boole’s foundational 1854 treatise that established Boolean algebra and helped lay the groundwork for modern mathematical logic and computer science.
  • D. The Mathematical Analysis of Logic
    The Mathematical Analysis of Logic is George Boole’s pioneering 1847 work that laid the foundations of symbolic logic and helped initiate the algebraic treatment of logical reasoning.
  • E. A Symbolic Analysis of Relay and Switching Circuits
    A Symbolic Analysis of Relay and Switching Circuits is Claude Shannon’s landmark 1937 master’s thesis that founded modern digital circuit design by applying Boolean algebra to relay and switching 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49861195081909540eaf402a5401a completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4cc5d690881908742b313f28a0012 completed March 1, 2026, 11:31 p.m.
NEDg Description generation batch_69a4cea9d11881908f4bac61c7e63e82 completed March 1, 2026, 11:41 p.m.
NED2 Entity disambiguation (via description) batch_69a4cf5649588190949250ee800d921f completed March 1, 2026, 11:44 p.m.
Created at: March 1, 2026, 7:32 p.m.