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.