Triple

T12368232
Position Surface form Disambiguated ID Type / Status
Subject ACM E294926 entity
Predicate publishes P80 FINISHED
Object ACM Transactions on Mathematical Software
ACM Transactions on Mathematical Software is a peer-reviewed scholarly journal focusing on research and development in mathematical software, algorithms, and computational methods.
E978079 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: ACM Transactions on Mathematical Software | Statement: [ACM, publishes, ACM Transactions on Mathematical Software]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ACM Transactions on Mathematical Software
Context triple: [ACM, publishes, ACM Transactions on Mathematical Software]
  • A. Mathematics of Computation
    Mathematics of Computation is a peer-reviewed mathematics journal focusing on numerical analysis, computational number theory, and related areas of computational mathematics.
  • B. LMS Journal of Computation and Mathematics
    The LMS Journal of Computation and Mathematics is a peer-reviewed mathematical journal focusing on research at the interface of computational methods and pure and applied mathematics.
  • C. SIAM Journal on Computing
    SIAM Journal on Computing is a leading peer-reviewed scientific journal that publishes research in theoretical computer science, including algorithms, complexity theory, and related areas of computation.
  • D. ACM SIGSAM
    ACM SIGSAM is the Association for Computing Machinery’s Special Interest Group on Symbolic and Algebraic Manipulation, focusing on research and development in computer algebra and symbolic computation.
  • E. Journal of the ACM
    Journal of the ACM is a leading peer-reviewed scientific journal in computer science that publishes foundational research across the breadth of computing theory and practice.
  • 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: ACM Transactions on Mathematical Software
Triple: [ACM, publishes, ACM Transactions on Mathematical Software]
Generated description
ACM Transactions on Mathematical Software is a peer-reviewed scholarly journal focusing on research and development in mathematical software, algorithms, and computational methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ACM Transactions on Mathematical Software
Target entity description: ACM Transactions on Mathematical Software is a peer-reviewed scholarly journal focusing on research and development in mathematical software, algorithms, and computational methods.
  • A. Mathematics of Computation
    Mathematics of Computation is a peer-reviewed mathematics journal focusing on numerical analysis, computational number theory, and related areas of computational mathematics.
  • B. LMS Journal of Computation and Mathematics
    The LMS Journal of Computation and Mathematics is a peer-reviewed mathematical journal focusing on research at the interface of computational methods and pure and applied mathematics.
  • C. SIAM Journal on Computing
    SIAM Journal on Computing is a leading peer-reviewed scientific journal that publishes research in theoretical computer science, including algorithms, complexity theory, and related areas of computation.
  • D. ACM SIGSAM
    ACM SIGSAM is the Association for Computing Machinery’s Special Interest Group on Symbolic and Algebraic Manipulation, focusing on research and development in computer algebra and symbolic computation.
  • E. Journal of the ACM
    Journal of the ACM is a leading peer-reviewed scientific journal in computer science that publishes foundational research across the breadth of computing theory and practice.
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa502988190ba170dee90d9f394 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62abdad1c8190b083791d60138f2a completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be4de888190aac94d441748d295 completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62d4d0b8881908aa6b67db7d14609 completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:54 p.m.