Triple

T11912914
Position Surface form Disambiguated ID Type / Status
Subject Francis Ysidro Edgeworth E283437 entity
Predicate publicationYearOf P25 FINISHED
Object 1881: Mathematical Psychics
1881: Mathematical Psychics is a foundational work in economics and game theory by Francis Ysidro Edgeworth that introduced concepts such as the Edgeworth box and early formulations of utility and bargaining theory.
E953120 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: 1881: Mathematical Psychics | Statement: [Francis Ysidro Edgeworth, publicationYearOf, 1881: Mathematical Psychics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 1881: Mathematical Psychics
Context triple: [Francis Ysidro Edgeworth, publicationYearOf, 1881: Mathematical Psychics]
  • A. A Treatise on Probability
    A Treatise on Probability is John Maynard Keynes’s influential 1921 work that develops a logical and philosophical theory of probability, challenging classical and frequency-based interpretations.
  • B. Of the Laws of Chance
    Of the Laws of Chance is an early 18th-century treatise on probability and games of chance by John Arbuthnot, helping to popularize mathematical approaches to randomness and risk.
  • C. International Library of Psychology, Philosophy and Scientific Method
    The International Library of Psychology, Philosophy and Scientific Method is a historically significant scholarly book series that published influential works in early 20th-century psychology, philosophy, and related scientific disciplines.
  • D. Analysis of the Phenomena of the Human Mind
    Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
  • E. 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.
  • 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: 1881: Mathematical Psychics
Triple: [Francis Ysidro Edgeworth, publicationYearOf, 1881: Mathematical Psychics]
Generated description
1881: Mathematical Psychics is a foundational work in economics and game theory by Francis Ysidro Edgeworth that introduced concepts such as the Edgeworth box and early formulations of utility and bargaining theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 1881: Mathematical Psychics
Target entity description: 1881: Mathematical Psychics is a foundational work in economics and game theory by Francis Ysidro Edgeworth that introduced concepts such as the Edgeworth box and early formulations of utility and bargaining theory.
  • A. A Treatise on Probability
    A Treatise on Probability is John Maynard Keynes’s influential 1921 work that develops a logical and philosophical theory of probability, challenging classical and frequency-based interpretations.
  • B. Of the Laws of Chance
    Of the Laws of Chance is an early 18th-century treatise on probability and games of chance by John Arbuthnot, helping to popularize mathematical approaches to randomness and risk.
  • C. International Library of Psychology, Philosophy and Scientific Method
    The International Library of Psychology, Philosophy and Scientific Method is a historically significant scholarly book series that published influential works in early 20th-century psychology, philosophy, and related scientific disciplines.
  • D. Analysis of the Phenomena of the Human Mind
    Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
  • E. 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.
  • 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.