Triple

T22616512
Position Surface form Disambiguated ID Type / Status
Subject Andrea Goldsmith E558161 entity
Predicate hasPublished P80 FINISHED
Object MIMO Wireless Communications (co-edited book)
"MIMO Wireless Communications" is a co-edited technical book that provides a comprehensive treatment of multiple-input multiple-output (MIMO) theory, design, and applications in modern wireless communication systems.
E1546655 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: MIMO Wireless Communications (co-edited book) | Statement: [Andrea Goldsmith, hasPublished, MIMO Wireless Communications (co-edited book)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MIMO Wireless Communications (co-edited book)
Context triple: [Andrea Goldsmith, hasPublished, MIMO Wireless Communications (co-edited book)]
  • A. MIMO
    MIMO (Multiple-Input Multiple-Output) is a wireless communication technique that uses multiple transmitting and receiving antennas to significantly increase data throughput and link reliability.
  • B. Principles of Communication Engineering
    Principles of Communication Engineering is a foundational textbook in communication theory that rigorously develops the mathematical and conceptual basis of modern digital and analog communication systems.
  • C. Code Division Multiple Access
    Code Division Multiple Access (CDMA) is a digital cellular technology that allows multiple users to share the same frequency band simultaneously by assigning unique codes to each user’s signal.
  • D. Information Theory and Reliable Communication
    "Information Theory and Reliable Communication" is a foundational textbook by Robert G. Gallager that rigorously develops the principles of information theory and their application to designing reliable communication systems.
  • E. 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.
  • 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: MIMO Wireless Communications (co-edited book)
Triple: [Andrea Goldsmith, hasPublished, MIMO Wireless Communications (co-edited book)]
Generated description
"MIMO Wireless Communications" is a co-edited technical book that provides a comprehensive treatment of multiple-input multiple-output (MIMO) theory, design, and applications in modern wireless communication systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MIMO Wireless Communications (co-edited book)
Target entity description: "MIMO Wireless Communications" is a co-edited technical book that provides a comprehensive treatment of multiple-input multiple-output (MIMO) theory, design, and applications in modern wireless communication systems.
  • A. MIMO
    MIMO (Multiple-Input Multiple-Output) is a wireless communication technique that uses multiple transmitting and receiving antennas to significantly increase data throughput and link reliability.
  • B. Principles of Communication Engineering
    Principles of Communication Engineering is a foundational textbook in communication theory that rigorously develops the mathematical and conceptual basis of modern digital and analog communication systems.
  • C. Code Division Multiple Access
    Code Division Multiple Access (CDMA) is a digital cellular technology that allows multiple users to share the same frequency band simultaneously by assigning unique codes to each user’s signal.
  • D. Information Theory and Reliable Communication
    "Information Theory and Reliable Communication" is a foundational textbook by Robert G. Gallager that rigorously develops the principles of information theory and their application to designing reliable communication systems.
  • E. 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.
  • 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_69e24545a8e08190bfa7482a2c725ff1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f167eeb220819082c90a8bd3cadc4c completed April 29, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e018e04819086ec5d885fb76f67 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b513c2908819087b05efdbf8688aa completed May 18, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_6a0b51db01948190b968a3f289419776 completed May 18, 2026, 5:52 p.m.
Created at: April 17, 2026, 2:59 p.m.