Triple

T22790872
Position Surface form Disambiguated ID Type / Status
Subject Risk, Ambiguity and the Savage Axioms E564105 entity
Predicate mainConcept P533 FINISHED
Object Savage axioms
Savage axioms are a set of rationality principles in decision theory that characterize how a rational agent should make choices under uncertainty, forming the foundation of subjective expected utility theory.
E1554665 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: Savage axioms | Statement: [Risk, Ambiguity and the Savage Axioms, mainConcept, Savage axioms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Savage axioms
Context triple: [Risk, Ambiguity and the Savage Axioms, mainConcept, Savage axioms]
  • A. Blum axioms
    Blum axioms are a set of formal conditions introduced by Manuel Blum that rigorously define what constitutes a valid complexity measure in computational complexity theory.
  • B. Axioma
    Axioma is a financial technology company known for providing advanced portfolio risk management, analytics, and optimization solutions to institutional investors.
  • C. Tarski’s fixed point theorem
    Tarski’s fixed point theorem is a fundamental result in order theory and lattice theory that guarantees the existence of fixed points for monotone functions on complete lattices, with wide applications in logic, computer science, and economics.
  • D. Faddeev’s axioms
    Faddeev’s axioms are a set of conditions characterizing Shannon entropy in information theory, providing an alternative but equivalent axiomatization to the Shannon–Khinchin framework.
  • E. Łoś–Tarski preservation theorem
    The Łoś–Tarski preservation theorem is a fundamental result in model theory that characterizes when a first-order sentence is preserved under substructures in terms of its equivalence to a universal sentence.
  • 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: Savage axioms
Triple: [Risk, Ambiguity and the Savage Axioms, mainConcept, Savage axioms]
Generated description
Savage axioms are a set of rationality principles in decision theory that characterize how a rational agent should make choices under uncertainty, forming the foundation of subjective expected utility theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Savage axioms
Target entity description: Savage axioms are a set of rationality principles in decision theory that characterize how a rational agent should make choices under uncertainty, forming the foundation of subjective expected utility theory.
  • A. Blum axioms
    Blum axioms are a set of formal conditions introduced by Manuel Blum that rigorously define what constitutes a valid complexity measure in computational complexity theory.
  • B. Axioma
    Axioma is a financial technology company known for providing advanced portfolio risk management, analytics, and optimization solutions to institutional investors.
  • C. Tarski’s fixed point theorem
    Tarski’s fixed point theorem is a fundamental result in order theory and lattice theory that guarantees the existence of fixed points for monotone functions on complete lattices, with wide applications in logic, computer science, and economics.
  • D. Faddeev’s axioms
    Faddeev’s axioms are a set of conditions characterizing Shannon entropy in information theory, providing an alternative but equivalent axiomatization to the Shannon–Khinchin framework.
  • E. Łoś–Tarski preservation theorem
    The Łoś–Tarski preservation theorem is a fundamental result in model theory that characterizes when a first-order sentence is preserved under substructures in terms of its equivalence to a universal sentence.
  • 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_69e2455500788190b4b33030461f3bbd completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17c3545fc819084af67cc25e94839 completed April 29, 2026, 3:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9e905b148190b319d88ca3e7ca8e completed May 18, 2026, 11:19 p.m.
NEDg Description generation batch_6a0b9f0e73048190ac2e1ad53912dde5 completed May 18, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9ff292b88190b1f318a8a801fbd1 completed May 18, 2026, 11:25 p.m.
Created at: April 17, 2026, 3:29 p.m.