Triple

T8672988
Position Surface form Disambiguated ID Type / Status
Subject William Stallings E205844 entity
Predicate notableWork P4 FINISHED
Object Wireless Communications and Networks
Wireless Communications and Networks is a widely used textbook that provides a comprehensive introduction to the principles, technologies, and protocols underlying modern wireless communication systems and networking.
 E749049 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Wireless Communications and Networks | Statement: [William Stallings, notableWork, Wireless Communications and Networks]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wireless Communications and Networks
Context triple: [William Stallings, notableWork, Wireless Communications and Networks]
  • A. IEEE International Conference on Communications
    The IEEE International Conference on Communications is a major annual global forum where researchers, engineers, and industry professionals present and discuss advances in communications and networking technologies.
  • B. IEEE Journal on Selected Areas in Communications
    IEEE Journal on Selected Areas in Communications is a leading peer-reviewed journal that publishes high-impact research on advanced topics in telecommunications and networking.
  • C. IEEE Global Communications Conference
    The IEEE Global Communications Conference (GLOBECOM) is a premier annual international research conference focusing on advances in communications and networking technologies.
  • D. IEEE Communications Magazine
    IEEE Communications Magazine is a leading peer-reviewed journal that publishes authoritative articles and tutorials on advances and trends in telecommunications and networking technologies.
  • E. IEEE Transactions on Communications
    IEEE Transactions on Communications is a leading peer-reviewed journal that publishes advanced research on the theory and practice of communications and networking technologies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wireless Communications and Networks
Target entity description: Wireless Communications and Networks is a widely used textbook that provides a comprehensive introduction to the principles, technologies, and protocols underlying modern wireless communication systems and networking.
  • A. IEEE International Conference on Communications
    The IEEE International Conference on Communications is a major annual global forum where researchers, engineers, and industry professionals present and discuss advances in communications and networking technologies.
  • B. IEEE Journal on Selected Areas in Communications
    IEEE Journal on Selected Areas in Communications is a leading peer-reviewed journal that publishes high-impact research on advanced topics in telecommunications and networking.
  • C. IEEE Global Communications Conference
    The IEEE Global Communications Conference (GLOBECOM) is a premier annual international research conference focusing on advances in communications and networking technologies.
  • D. IEEE Communications Magazine
    IEEE Communications Magazine is a leading peer-reviewed journal that publishes authoritative articles and tutorials on advances and trends in telecommunications and networking technologies.
  • E. IEEE Transactions on Communications
    IEEE Transactions on Communications is a leading peer-reviewed journal that publishes advanced research on the theory and practice of communications and networking technologies.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Wireless Communications and Networks
Triple: [William Stallings, notableWork, Wireless Communications and Networks]
Generated description
Wireless Communications and Networks is a widely used textbook that provides a comprehensive introduction to the principles, technologies, and protocols underlying modern wireless communication systems and networking.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69ca83529a9c8190b5c075b4f14636ed elicitation completed
NER batch_69cc491b807c81909563a34a947bc21a ner completed
NED1 batch_69cecd43c91c8190a9d1e5d14d764530 ned_source_triple completed
NED2 batch_69cecf962f28819090fb93b6a7a2784b ned_description completed
NEDg batch_69ceceaab52c819082ecea1bcc38def8 nedg completed
Created at: March 30, 2026, 6:31 p.m.