Triple

T4050171
Position Surface form Disambiguated ID Type / Status
Subject Hendrik Wade Bode E84164 entity
Predicate notableWork P4 FINISHED
Object Network Analysis and Feedback Amplifier Design
"Network Analysis and Feedback Amplifier Design" is a seminal engineering text by Hendrik Wade Bode that systematically develops the theory and practical methods of feedback and network analysis in electronic amplifier design.
E409155 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: Network Analysis and Feedback Amplifier Design | Statement: [Hendrik Wade Bode, notableWork, Network Analysis and Feedback Amplifier Design]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Network Analysis and Feedback Amplifier Design
Context triple: [Hendrik Wade Bode, notableWork, Network Analysis and Feedback Amplifier Design]
  • A. Feedback Systems: An Introduction for Scientists and Engineers
    Feedback Systems: An Introduction for Scientists and Engineers is a widely used textbook that provides a modern, rigorous introduction to control theory and feedback principles for science and engineering students.
  • B. Lectures in Feedback Design for Multivariable Systems
    Lectures in Feedback Design for Multivariable Systems is a technical book by control theorist Alberto Isidori that presents systematic methods for designing feedback controllers for complex multivariable dynamical systems.
  • C. Theoretical Elements of Electrical Engineering
    Theoretical Elements of Electrical Engineering is a foundational textbook by Charles Proteus Steinmetz that systematically presents the mathematical and theoretical principles underlying electrical engineering.
  • D. Nyquist stability criterion
    The Nyquist stability criterion is a graphical frequency-domain method in control theory used to determine the stability of feedback systems by analyzing how their open-loop transfer function encircles a critical point in the complex plane.
  • E. PID Controllers: Theory, Design, and Tuning
    PID Controllers: Theory, Design, and Tuning is a foundational engineering text that systematically presents the principles, practical design methods, and tuning techniques for proportional–integral–derivative control systems.
  • 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: Network Analysis and Feedback Amplifier Design
Triple: [Hendrik Wade Bode, notableWork, Network Analysis and Feedback Amplifier Design]
Generated description
"Network Analysis and Feedback Amplifier Design" is a seminal engineering text by Hendrik Wade Bode that systematically develops the theory and practical methods of feedback and network analysis in electronic amplifier design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Network Analysis and Feedback Amplifier Design
Target entity description: "Network Analysis and Feedback Amplifier Design" is a seminal engineering text by Hendrik Wade Bode that systematically develops the theory and practical methods of feedback and network analysis in electronic amplifier design.
  • A. Feedback Systems: An Introduction for Scientists and Engineers
    Feedback Systems: An Introduction for Scientists and Engineers is a widely used textbook that provides a modern, rigorous introduction to control theory and feedback principles for science and engineering students.
  • B. Lectures in Feedback Design for Multivariable Systems
    Lectures in Feedback Design for Multivariable Systems is a technical book by control theorist Alberto Isidori that presents systematic methods for designing feedback controllers for complex multivariable dynamical systems.
  • C. Theoretical Elements of Electrical Engineering
    Theoretical Elements of Electrical Engineering is a foundational textbook by Charles Proteus Steinmetz that systematically presents the mathematical and theoretical principles underlying electrical engineering.
  • D. Nyquist stability criterion
    The Nyquist stability criterion is a graphical frequency-domain method in control theory used to determine the stability of feedback systems by analyzing how their open-loop transfer function encircles a critical point in the complex plane.
  • E. PID Controllers: Theory, Design, and Tuning
    PID Controllers: Theory, Design, and Tuning is a foundational engineering text that systematically presents the principles, practical design methods, and tuning techniques for proportional–integral–derivative control systems.
  • 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_69aed930bd5c819083e7dcc14fc44f69 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb8413848190992e4b5f3b29b43c completed March 9, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b55656ecbc819093f23636a7f72f36 completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b55718acb88190a491e9654c1f1b7f completed March 14, 2026, 12:39 p.m.
NED2 Entity disambiguation (via description) batch_69b55785a6b4819083737f26eb5db217 completed March 14, 2026, 12:41 p.m.
Created at: March 9, 2026, 3:37 p.m.