Triple

T11912912
Position Surface form Disambiguated ID Type / Status
Subject Francis Ysidro Edgeworth E283437 entity
Predicate notableWork P4 FINISHED
Object Mathematical Psychics
Mathematical Psychics is Francis Ysidro Edgeworth’s influential 1881 treatise that applies mathematical methods to economics and utility theory, laying early foundations for modern microeconomics and game theory.
E953118 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: Mathematical Psychics | Statement: [Francis Ysidro Edgeworth, notableWork, Mathematical Psychics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mathematical Psychics
Context triple: [Francis Ysidro Edgeworth, notableWork, Mathematical Psychics]
  • A. Psychologia rationalis
    Psychologia rationalis is a work of early modern rationalist philosophy that systematically examines the nature and faculties of the human mind using a priori reasoning.
  • B. Mathematics and Plausible Reasoning
    Mathematics and Plausible Reasoning is a two-volume work by George Pólya that explores how mathematicians actually think, conjecture, and discover through heuristic and inductive reasoning rather than formal proof alone.
  • C. Die mathematische Denkweise
    "Die mathematische Denkweise" is a work by mathematician Andreas Speiser that explores the nature, structure, and philosophy of mathematical thinking.
  • D. Mathematical Discovery
    "Mathematical Discovery" is a two-volume work by George Pólya that explores the processes of mathematical problem solving and heuristic reasoning.
  • E. On the Common Mathematical Science
    On the Common Mathematical Science is a Neoplatonic philosophical treatise by Iamblichus of Chalcis that explores the nature and role of mathematics within his broader metaphysical and theological system.
  • 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: Mathematical Psychics
Triple: [Francis Ysidro Edgeworth, notableWork, Mathematical Psychics]
Generated description
Mathematical Psychics is Francis Ysidro Edgeworth’s influential 1881 treatise that applies mathematical methods to economics and utility theory, laying early foundations for modern microeconomics and game theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mathematical Psychics
Target entity description: Mathematical Psychics is Francis Ysidro Edgeworth’s influential 1881 treatise that applies mathematical methods to economics and utility theory, laying early foundations for modern microeconomics and game theory.
  • A. Psychologia rationalis
    Psychologia rationalis is a work of early modern rationalist philosophy that systematically examines the nature and faculties of the human mind using a priori reasoning.
  • B. Mathematics and Plausible Reasoning
    Mathematics and Plausible Reasoning is a two-volume work by George Pólya that explores how mathematicians actually think, conjecture, and discover through heuristic and inductive reasoning rather than formal proof alone.
  • C. Die mathematische Denkweise
    "Die mathematische Denkweise" is a work by mathematician Andreas Speiser that explores the nature, structure, and philosophy of mathematical thinking.
  • D. Mathematical Discovery
    "Mathematical Discovery" is a two-volume work by George Pólya that explores the processes of mathematical problem solving and heuristic reasoning.
  • E. On the Common Mathematical Science
    On the Common Mathematical Science is a Neoplatonic philosophical treatise by Iamblichus of Chalcis that explores the nature and role of mathematics within his broader metaphysical and theological system.
  • 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_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e528f6748190ac873a040a61fa93 completed April 10, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4185fd3588190807cc2906c4ce3fd completed May 1, 2026, 3:05 a.m.
NEDg Description generation batch_69f41f1e746c81909f78f0e0bf173c7b completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42291f3608190ab079f939d34cf15 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.