Triple

T22273331
Position Surface form Disambiguated ID Type / Status
Subject Amos Tversky E550535 entity
Predicate knownFor P22 FINISHED
Object elimination by aspects model
The elimination by aspects model is a psychological theory of decision-making that explains how people choose among alternatives by sequentially discarding options that lack desired attributes.
E1528222 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: elimination by aspects model | Statement: [Amos Tversky, knownFor, elimination by aspects model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: elimination by aspects model
Context triple: [Amos Tversky, knownFor, elimination by aspects model]
  • A. Toward a General Theory of Action
    Toward a General Theory of Action is a foundational sociological work that systematically outlines a comprehensive framework for understanding human action and social systems.
  • B. The Model of Rules I
    "The Model of Rules I" is a key chapter in Ronald Dworkin’s legal philosophy that challenges legal positivism by arguing that legal principles, not just rules, play a fundamental role in judicial decision-making.
  • C. Unified Theories of Cognition
    Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
  • D. Center for Adaptive Rationality
    The Center for Adaptive Rationality is a research unit that investigates how humans make decisions and reason under uncertainty, often using insights from psychology, economics, and cognitive science.
  • E. Toulmin model of argumentation
    The Toulmin model of argumentation is a framework for analyzing and constructing arguments by breaking them into components such as claim, data, warrant, backing, qualifier, and rebuttal.
  • 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: elimination by aspects model
Triple: [Amos Tversky, knownFor, elimination by aspects model]
Generated description
The elimination by aspects model is a psychological theory of decision-making that explains how people choose among alternatives by sequentially discarding options that lack desired attributes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: elimination by aspects model
Target entity description: The elimination by aspects model is a psychological theory of decision-making that explains how people choose among alternatives by sequentially discarding options that lack desired attributes.
  • A. Toward a General Theory of Action
    Toward a General Theory of Action is a foundational sociological work that systematically outlines a comprehensive framework for understanding human action and social systems.
  • B. The Model of Rules I
    "The Model of Rules I" is a key chapter in Ronald Dworkin’s legal philosophy that challenges legal positivism by arguing that legal principles, not just rules, play a fundamental role in judicial decision-making.
  • C. Unified Theories of Cognition
    Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
  • D. Center for Adaptive Rationality
    The Center for Adaptive Rationality is a research unit that investigates how humans make decisions and reason under uncertainty, often using insights from psychology, economics, and cognitive science.
  • E. Toulmin model of argumentation
    The Toulmin model of argumentation is a framework for analyzing and constructing arguments by breaking them into components such as claim, data, warrant, backing, qualifier, and rebuttal.
  • 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_69e11e43d8208190aff4f9cf7f2c2a8a completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f14ea547e4819098baf88f3c605242 completed April 29, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0abca26ee08190ad740a4af66a312b completed May 18, 2026, 7:15 a.m.
NEDg Description generation batch_6a0abd15930881908778289d864e6171 completed May 18, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0abe4c715881908989f6ac5329c62c completed May 18, 2026, 7:22 a.m.
Created at: April 16, 2026, 8:40 p.m.