Triple

T20265566
Position Surface form Disambiguated ID Type / Status
Subject Avner Friedman E498957 entity
Predicate notableWork P4 FINISHED
Object Mathematics in Industrial Problems — NE NERFINISHED

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: Mathematics in Industrial Problems | Statement: [Avner Friedman, notableWork, Mathematics in Industrial Problems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mathematics in Industrial Problems
Context triple: [Avner Friedman, notableWork, Mathematics in Industrial Problems]
  • A. International Council for Industrial and Applied Mathematics
    The International Council for Industrial and Applied Mathematics is a worldwide organization that promotes and coordinates the development and application of mathematics to industry, science, and technology through collaboration among professional societies and institutions.
  • B. International Congress on Industrial and Applied Mathematics
    The International Congress on Industrial and Applied Mathematics is a major global conference held every four years that brings together researchers and practitioners to present and discuss advances in industrial and applied mathematics.
  • C. Institute of Applied Analysis
    The Institute of Applied Analysis is a research and teaching unit at Ulm University focused on the study and application of advanced mathematical analysis to real-world problems.
  • D. SIAM Studies in Applied Mathematics
    SIAM Studies in Applied Mathematics is a book series published by the Society for Industrial and Applied Mathematics that presents advanced research monographs on topics across applied mathematics and its applications.
  • E. SIAM prizes and awards in applied mathematics
    SIAM prizes and awards in applied mathematics are a collection of honors presented by the Society for Industrial and Applied Mathematics to recognize outstanding research, contributions, and service in applied mathematics and computational science.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mathematics in Industrial Problems
Target entity description: Mathematics in Industrial Problems is a book by Avner Friedman that presents and analyzes real-world industrial and engineering problems using advanced mathematical methods.
  • A. International Council for Industrial and Applied Mathematics
    The International Council for Industrial and Applied Mathematics is a worldwide organization that promotes and coordinates the development and application of mathematics to industry, science, and technology through collaboration among professional societies and institutions.
  • B. International Congress on Industrial and Applied Mathematics
    The International Congress on Industrial and Applied Mathematics is a major global conference held every four years that brings together researchers and practitioners to present and discuss advances in industrial and applied mathematics.
  • C. Institute of Applied Analysis
    The Institute of Applied Analysis is a research and teaching unit at Ulm University focused on the study and application of advanced mathematical analysis to real-world problems.
  • D. SIAM Studies in Applied Mathematics
    SIAM Studies in Applied Mathematics is a book series published by the Society for Industrial and Applied Mathematics that presents advanced research monographs on topics across applied mathematics and its applications.
  • E. SIAM prizes and awards in applied mathematics
    SIAM prizes and awards in applied mathematics are a collection of honors presented by the Society for Industrial and Applied Mathematics to recognize outstanding research, contributions, and service in applied mathematics and computational science.
  • F. None of above. chosen

Provenance (2 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_69da6275fa6c8190952924930adee150 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e674cf3d648190a0b0a7795045228a completed April 20, 2026, 6:47 p.m.
Created at: April 11, 2026, 11:41 p.m.