Triple

T487997
Position Surface form Disambiguated ID Type / Status
Subject ACM Transactions series E9921 entity
Predicate hasMemberJournal P14047 FINISHED
Object ACM Transactions on Software Systems Modeling
ACM Transactions on Software Systems Modeling is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software and systems modeling, design, and analysis.
E62224 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 Software Systems Modeling | Statement: [ACM Transactions series, hasMemberJournal, ACM Transactions on Software Systems Modeling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ACM Transactions on Software Systems Modeling
Context triple: [ACM Transactions series, hasMemberJournal, ACM Transactions on Software Systems Modeling]
  • A. ACM Transactions on Software Engineering and Methodology
    ACM Transactions on Software Engineering and Methodology is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software engineering principles, practices, and methodologies.
  • B. ACM Transactions on Computer Systems
    ACM Transactions on Computer Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in the design, implementation, and evaluation of computer systems.
  • C. ACM Transactions on Programming Languages and Systems
    ACM Transactions on Programming Languages and Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in programming languages, compilers, and related systems.
  • D. ACM Transactions series
    The ACM Transactions series is a collection of peer-reviewed scholarly journals published by the Association for Computing Machinery, each focusing on a specific area of computer science and information technology research.
  • E. ACM Computing Surveys
    ACM Computing Surveys is a leading peer-reviewed journal that publishes comprehensive, in-depth survey articles covering major areas of computer science and computing research.
  • 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 Software Systems Modeling
Triple: [ACM Transactions series, hasMemberJournal, ACM Transactions on Software Systems Modeling]
Generated description
ACM Transactions on Software Systems Modeling is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software and systems modeling, design, and analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ACM Transactions on Software Systems Modeling
Target entity description: ACM Transactions on Software Systems Modeling is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software and systems modeling, design, and analysis.
  • A. ACM Transactions on Software Engineering and Methodology
    ACM Transactions on Software Engineering and Methodology is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in software engineering principles, practices, and methodologies.
  • B. ACM Transactions on Computer Systems
    ACM Transactions on Computer Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in the design, implementation, and evaluation of computer systems.
  • C. ACM Transactions on Programming Languages and Systems
    ACM Transactions on Programming Languages and Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in programming languages, compilers, and related systems.
  • D. ACM Transactions series
    The ACM Transactions series is a collection of peer-reviewed scholarly journals published by the Association for Computing Machinery, each focusing on a specific area of computer science and information technology research.
  • E. ACM Computing Surveys
    ACM Computing Surveys is a leading peer-reviewed journal that publishes comprehensive, in-depth survey articles covering major areas of computer science and computing research.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0de66308190a18503a482881cfc completed Feb. 28, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a481ecd6e08190a091064a7a1d32c6 completed March 1, 2026, 6:14 p.m.
NEDg Description generation batch_69a4845abe288190863e542a09123efc completed March 1, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69a484a62d188190988e46bbda1050a9 completed March 1, 2026, 6:25 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.