Triple
T488008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ACM Transactions series |
E9921
|
entity |
| Predicate | hasMemberJournal |
P14047
|
FINISHED |
| Object |
ACM Transactions on Evolutionary Learning and Optimization
ACM Transactions on Evolutionary Learning and Optimization is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in evolutionary computation, machine learning, and optimization methods.
|
E61022
|
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 Evolutionary Learning and Optimization | Statement: [ACM Transactions series, hasMemberJournal, ACM Transactions on Evolutionary Learning and Optimization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ACM Transactions on Evolutionary Learning and Optimization Context triple: [ACM Transactions series, hasMemberJournal, ACM Transactions on Evolutionary Learning and Optimization]
-
A.
ACM SIGEVO
ACM SIGEVO is the Association for Computing Machinery’s Special Interest Group on Genetic and Evolutionary Computation, focusing on research and conferences in evolutionary algorithms and related fields.
-
B.
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.
-
C.
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering is a peer-reviewed scholarly journal focusing on the theory, design, and applications of automation in areas such as manufacturing, logistics, healthcare, and service systems.
-
D.
ACM Digital Library
The ACM Digital Library is a comprehensive online research repository providing access to the Association for Computing Machinery’s journals, conference proceedings, technical magazines, and other computing-related publications.
-
E.
IEEE Xplore Digital Library
IEEE Xplore Digital Library is an online research platform providing access to a vast collection of scientific and technical literature in electrical engineering, computer science, and related fields.
- 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 Evolutionary Learning and Optimization Triple: [ACM Transactions series, hasMemberJournal, ACM Transactions on Evolutionary Learning and Optimization]
Generated description
ACM Transactions on Evolutionary Learning and Optimization is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in evolutionary computation, machine learning, and optimization methods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ACM Transactions on Evolutionary Learning and Optimization Target entity description: ACM Transactions on Evolutionary Learning and Optimization is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in evolutionary computation, machine learning, and optimization methods.
-
A.
ACM SIGEVO
ACM SIGEVO is the Association for Computing Machinery’s Special Interest Group on Genetic and Evolutionary Computation, focusing on research and conferences in evolutionary algorithms and related fields.
-
B.
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.
-
C.
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering is a peer-reviewed scholarly journal focusing on the theory, design, and applications of automation in areas such as manufacturing, logistics, healthcare, and service systems.
-
D.
ACM Digital Library
The ACM Digital Library is a comprehensive online research repository providing access to the Association for Computing Machinery’s journals, conference proceedings, technical magazines, and other computing-related publications.
-
E.
IEEE Xplore Digital Library
IEEE Xplore Digital Library is an online research platform providing access to a vast collection of scientific and technical literature in electrical engineering, computer science, and related fields.
- 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_69a2f0df764481909811d9483dfbc4aa |
completed | Feb. 28, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a47471e5ac8190acfed4803183f11a |
completed | March 1, 2026, 5:16 p.m. |
| NEDg | Description generation | batch_69a476527a6881909cc06330ae6bcbcb |
completed | March 1, 2026, 5:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4769c31f081909bc74682ed6fd9d6 |
completed | March 1, 2026, 5:25 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.