Triple

T5823520
Position Surface form Disambiguated ID Type / Status
Subject Prospect theory E129165 entity
Predicate titleOfSeminalPaper P33185 FINISHED
Object Prospect Theory: An Analysis of Decision under Risk E129165 NE FINISHED

How this triple was built (3 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: Prospect Theory: An Analysis of Decision under Risk | Statement: [Prospect theory, titleOfSeminalPaper, Prospect Theory: An Analysis of Decision under Risk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prospect Theory: An Analysis of Decision under Risk
Context triple: [Prospect theory, titleOfSeminalPaper, Prospect Theory: An Analysis of Decision under Risk]
  • A. prospect theory chosen
    Prospect theory is a behavioral economic framework that explains how people actually make decisions under risk and uncertainty, highlighting systematic deviations from the predictions of classical expected utility theory.
  • B. Fisherian intertemporal choice theory
    Fisherian intertemporal choice theory is an economic framework, developed by Irving Fisher, that explains how rational individuals allocate consumption and savings over time to maximize lifetime utility given their income, preferences, and interest rates.
  • C. Models of Bounded Rationality
    Models of Bounded Rationality is a collection of Herbert A. Simon’s influential works that develop the concept of bounded rationality, explaining how real-world decision-making is constrained by limited information, cognitive capacity, and time.
  • D. expected utility theory (with John von Neumann)
    Expected utility theory (with John von Neumann) is a foundational framework in economics and decision theory that models how rational agents make choices under uncertainty by maximizing the expected value of a utility function.
  • E. Risk, Uncertainty and Profit
    Risk, Uncertainty and Profit is a foundational 1921 work in economics that distinguishes measurable risk from unmeasurable uncertainty and links entrepreneurial profit to bearing such uncertainty.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: titleOfSeminalPaper
Context triple: [Prospect theory, titleOfSeminalPaper, Prospect Theory: An Analysis of Decision under Risk]
  • A. publicationTitle chosen
    Indicates the name or title under which a work (such as an article, book, or paper) is formally published.
  • B. titles
    Indicates that one entity holds a formal title, designation, or name associated with another entity.
  • C. title
    Indicates that one entity serves as the formal name or designation of another entity.
  • D. doctoralThesisTitle
    Indicates the title associated with a person's doctoral thesis.
  • E. isSeminalWorkFor
    Indicates that one work is a foundational or highly influential source for another work, significantly shaping its development or direction.
  • F. None of above.

Provenance (4 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0400f1af881908d376ea4793f6dea completed March 22, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0985ab01c8190ac03cb95427c688d completed March 23, 2026, 1:33 a.m.
PD Predicate disambiguation batch_69c0333fdd7081908d829265caa2ac11 completed March 22, 2026, 6:21 p.m.
Created at: March 22, 2026, 3:53 p.m.