Triple

T3414651
Position Surface form Disambiguated ID Type / Status
Subject IEEE Computational Intelligence Society E71980 entity
Predicate publishes P80 FINISHED
Object IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems is a leading peer-reviewed journal focusing on the theory, design, and applications of fuzzy systems and related computational intelligence methodologies.
E355638 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: IEEE Transactions on Fuzzy Systems | Statement: [IEEE Computational Intelligence Society, publishes, IEEE Transactions on Fuzzy Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IEEE Transactions on Fuzzy Systems
Context triple: [IEEE Computational Intelligence Society, publishes, IEEE Transactions on Fuzzy Systems]
  • A. Fuzzy Sets (1965)
    Fuzzy Sets (1965) is Lotfi A. Zadeh’s seminal paper that introduced the mathematical framework of fuzzy set theory, laying the foundation for reasoning with imprecise and vague information in fields like control systems and artificial intelligence.
  • B. ACM Transactions on Intelligent Systems and Technology
    ACM Transactions on Intelligent Systems and Technology is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in artificial intelligence, machine learning, and intelligent systems.
  • C. IEEE Transactions on Control Systems Technology
    IEEE Transactions on Control Systems Technology is a peer-reviewed scientific journal focusing on the practical implementation and technological aspects of control systems in engineering applications.
  • D. 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.
  • E. IEEE Transactions on Control of Network Systems
    IEEE Transactions on Control of Network Systems is a peer-reviewed scientific journal focusing on the theory, design, and applications of control and dynamical systems operating over networks and interconnected infrastructures.
  • 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: IEEE Transactions on Fuzzy Systems
Triple: [IEEE Computational Intelligence Society, publishes, IEEE Transactions on Fuzzy Systems]
Generated description
IEEE Transactions on Fuzzy Systems is a leading peer-reviewed journal focusing on the theory, design, and applications of fuzzy systems and related computational intelligence methodologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IEEE Transactions on Fuzzy Systems
Target entity description: IEEE Transactions on Fuzzy Systems is a leading peer-reviewed journal focusing on the theory, design, and applications of fuzzy systems and related computational intelligence methodologies.
  • A. Fuzzy Sets (1965)
    Fuzzy Sets (1965) is Lotfi A. Zadeh’s seminal paper that introduced the mathematical framework of fuzzy set theory, laying the foundation for reasoning with imprecise and vague information in fields like control systems and artificial intelligence.
  • B. ACM Transactions on Intelligent Systems and Technology
    ACM Transactions on Intelligent Systems and Technology is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research in artificial intelligence, machine learning, and intelligent systems.
  • C. IEEE Transactions on Control Systems Technology
    IEEE Transactions on Control Systems Technology is a peer-reviewed scientific journal focusing on the practical implementation and technological aspects of control systems in engineering applications.
  • D. 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.
  • E. IEEE Transactions on Control of Network Systems
    IEEE Transactions on Control of Network Systems is a peer-reviewed scientific journal focusing on the theory, design, and applications of control and dynamical systems operating over networks and interconnected infrastructures.
  • 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_69ad85ac312481909e7027ced1456a9f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb929b8ec8190aef431ec8ea2cf80 completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34be16dd48190a51f4e13a6a13a4f completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4972008190af3b84f26b4a3629 completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc6c3f88190ba1a08243232df05 completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:15 p.m.