Triple

T18462351
Position Surface form Disambiguated ID Type / Status
Subject Linear Matrix Inequalities in System and Control Theory E451068 entity
Predicate classification P87 FINISHED
Object 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.
E1325476 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: SIAM Studies in Applied Mathematics | Statement: [Linear Matrix Inequalities in System and Control Theory, classification, SIAM Studies in Applied Mathematics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SIAM Studies in Applied Mathematics
Context triple: [Linear Matrix Inequalities in System and Control Theory, classification, SIAM Studies in Applied Mathematics]
  • A. SIAM Review
    SIAM Review is a leading quarterly journal that publishes expository articles, reviews, and surveys on applied mathematics and computational science for the Society for Industrial and Applied Mathematics.
  • B. 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.
  • C. SIAM Journal on Numerical Analysis
    SIAM Journal on Numerical Analysis is a leading peer-reviewed mathematical journal focusing on the theory, development, and analysis of numerical methods and algorithms.
  • D. SIAM
    SIAM (Society for Industrial and Applied Mathematics) is a leading international professional society focused on applied mathematics, computational science, and their applications in industry, engineering, and science.
  • E. SIAM Journal on Scientific Computing
    SIAM Journal on Scientific Computing is a peer-reviewed academic journal focusing on numerical methods, algorithms, and computational techniques for solving scientific and engineering problems.
  • 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: SIAM Studies in Applied Mathematics
Triple: [Linear Matrix Inequalities in System and Control Theory, classification, SIAM Studies in Applied Mathematics]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SIAM Studies in Applied Mathematics
Target entity description: 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.
  • A. SIAM Review
    SIAM Review is a leading quarterly journal that publishes expository articles, reviews, and surveys on applied mathematics and computational science for the Society for Industrial and Applied Mathematics.
  • B. 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.
  • C. SIAM Journal on Numerical Analysis
    SIAM Journal on Numerical Analysis is a leading peer-reviewed mathematical journal focusing on the theory, development, and analysis of numerical methods and algorithms.
  • D. SIAM
    SIAM (Society for Industrial and Applied Mathematics) is a leading international professional society focused on applied mathematics, computational science, and their applications in industry, engineering, and science.
  • E. SIAM Journal on Scientific Computing
    SIAM Journal on Scientific Computing is a peer-reviewed academic journal focusing on numerical methods, algorithms, and computational techniques for solving scientific and engineering problems.
  • 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_69d8d38345688190b565eac2e4cd7935 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e52a80a2bc81909ec14811577a311d completed April 19, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040fed3690819088907f42096c4227 completed May 13, 2026, 5:45 a.m.
NEDg Description generation batch_6a0418ed1e0c81909eb7e4555c596afd completed May 13, 2026, 6:23 a.m.
NED2 Entity disambiguation (via description) batch_6a041961cc04819084631f1ae2d90148 completed May 13, 2026, 6:25 a.m.
Created at: April 10, 2026, 11:33 a.m.