Triple

T8472015
Position Surface form Disambiguated ID Type / Status
Subject Howard W. Johnson E200301 entity
Predicate notableWork P4 FINISHED
Object High-Speed Signal Propagation: Advanced Black Magic
"High-Speed Signal Propagation: Advanced Black Magic" is a technical book that explains the theory and practical design techniques for high-speed digital circuits, focusing on signal integrity, transmission lines, and electromagnetic effects in modern electronic systems.
E736603 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: High-Speed Signal Propagation: Advanced Black Magic | Statement: [Howard W. Johnson, notableWork, High-Speed Signal Propagation: Advanced Black Magic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: High-Speed Signal Propagation: Advanced Black Magic
Context triple: [Howard W. Johnson, notableWork, High-Speed Signal Propagation: Advanced Black Magic]
  • A. Mead–Conway VLSI design revolution
    The Mead–Conway VLSI design revolution was a transformative shift in microchip design methodology that introduced simplified, scalable design rules and modular, high-level approaches, enabling widespread, university-level integrated circuit design and catalyzing the modern semiconductor industry.
  • B. “Cramming more components onto integrated circuits”
    “Cramming more components onto integrated circuits” is the landmark 1965 article by Gordon E. Moore that introduced the observation later known as Moore’s Law, predicting the exponential growth of transistor density on integrated circuits.
  • C. Xe-HPG microarchitecture
    Xe-HPG microarchitecture is Intel’s high-performance gaming-oriented GPU architecture designed to power its discrete Arc graphics cards with advanced features like hardware-accelerated ray tracing.
  • D. Microprocessor without Interlocked Pipeline Stages
    Microprocessor without Interlocked Pipeline Stages (MIPS) is a RISC microprocessor architecture known for its simple, efficient design and widespread use in embedded systems, workstations, and educational settings.
  • E. IEEE Standard for High-Speed Test Access Port and Boundary-Scan Architecture
    IEEE 1149.10 is a JTAG-related IEEE standard that defines a high-speed test access and boundary-scan architecture for efficient testing and debugging of complex digital integrated circuits and 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: High-Speed Signal Propagation: Advanced Black Magic
Triple: [Howard W. Johnson, notableWork, High-Speed Signal Propagation: Advanced Black Magic]
Generated description
"High-Speed Signal Propagation: Advanced Black Magic" is a technical book that explains the theory and practical design techniques for high-speed digital circuits, focusing on signal integrity, transmission lines, and electromagnetic effects in modern electronic systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: High-Speed Signal Propagation: Advanced Black Magic
Target entity description: "High-Speed Signal Propagation: Advanced Black Magic" is a technical book that explains the theory and practical design techniques for high-speed digital circuits, focusing on signal integrity, transmission lines, and electromagnetic effects in modern electronic systems.
  • A. Mead–Conway VLSI design revolution
    The Mead–Conway VLSI design revolution was a transformative shift in microchip design methodology that introduced simplified, scalable design rules and modular, high-level approaches, enabling widespread, university-level integrated circuit design and catalyzing the modern semiconductor industry.
  • B. “Cramming more components onto integrated circuits”
    “Cramming more components onto integrated circuits” is the landmark 1965 article by Gordon E. Moore that introduced the observation later known as Moore’s Law, predicting the exponential growth of transistor density on integrated circuits.
  • C. Xe-HPG microarchitecture
    Xe-HPG microarchitecture is Intel’s high-performance gaming-oriented GPU architecture designed to power its discrete Arc graphics cards with advanced features like hardware-accelerated ray tracing.
  • D. Microprocessor without Interlocked Pipeline Stages
    Microprocessor without Interlocked Pipeline Stages (MIPS) is a RISC microprocessor architecture known for its simple, efficient design and widespread use in embedded systems, workstations, and educational settings.
  • E. IEEE Standard for High-Speed Test Access Port and Boundary-Scan Architecture
    IEEE 1149.10 is a JTAG-related IEEE standard that defines a high-speed test access and boundary-scan architecture for efficient testing and debugging of complex digital integrated circuits and 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_69ca831a4f348190bfdd09250e86ae35 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4f3a81881908f20514579945ffa completed March 31, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce39fc9bf481908e37919b13465d18 completed April 2, 2026, 9:42 a.m.
NEDg Description generation batch_69ce3b1e188c8190ad894478141f6501 completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3bfd00948190b3956be3f8c5d547 completed April 2, 2026, 9:50 a.m.
Created at: March 30, 2026, 6:11 p.m.