Triple

T9986101
Position Surface form Disambiguated ID Type / Status
Subject Lynn Conway E196570 entity
Predicate notableWork P4 FINISHED
Object Introduction to VLSI Systems
"Introduction to VLSI Systems" is a pioneering textbook that helped establish the modern methodology for designing very-large-scale integrated (VLSI) circuits and revolutionized integrated circuit design education.
E645815 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: Introduction to VLSI Systems | Statement: [Lynn Conway, notableWork, Introduction to VLSI Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Introduction to VLSI Systems
Context triple: [Lynn Conway, notableWork, Introduction to VLSI Systems]
  • A. VLSI theory
    VLSI theory is a field of computer science and electrical engineering that studies the design, analysis, and complexity of highly parallel and efficient digital circuits and systems built with very-large-scale integration technology.
  • B. VLSI technology
    VLSI technology (Very Large Scale Integration) is the process of creating integrated circuits by combining thousands to millions of transistors on a single chip, enabling complex and high-performance electronic systems.
  • C. IEEE Transactions on Very Large Scale Integration (VLSI) Systems
    IEEE Transactions on Very Large Scale Integration (VLSI) Systems is a peer-reviewed scholarly journal focusing on the design, analysis, and implementation of VLSI and integrated systems.
  • D. 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.
  • E. High-Speed Digital Design: A Handbook of Black Magic
    High-Speed Digital Design: A Handbook of Black Magic is a widely respected engineering reference that explains the theory and practical techniques for designing reliable high-speed digital 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: Introduction to VLSI Systems
Triple: [Lynn Conway, notableWork, Introduction to VLSI Systems]
Generated description
"Introduction to VLSI Systems" is a pioneering textbook that helped establish the modern methodology for designing very-large-scale integrated (VLSI) circuits and revolutionized integrated circuit design education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Introduction to VLSI Systems
Target entity description: "Introduction to VLSI Systems" is a pioneering textbook that helped establish the modern methodology for designing very-large-scale integrated (VLSI) circuits and revolutionized integrated circuit design education.
  • A. VLSI theory
    VLSI theory is a field of computer science and electrical engineering that studies the design, analysis, and complexity of highly parallel and efficient digital circuits and systems built with very-large-scale integration technology.
  • B. VLSI technology
    VLSI technology (Very Large Scale Integration) is the process of creating integrated circuits by combining thousands to millions of transistors on a single chip, enabling complex and high-performance electronic systems.
  • C. IEEE Transactions on Very Large Scale Integration (VLSI) Systems
    IEEE Transactions on Very Large Scale Integration (VLSI) Systems is a peer-reviewed scholarly journal focusing on the design, analysis, and implementation of VLSI and integrated systems.
  • D. Mead–Conway VLSI design revolution chosen
    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.
  • E. High-Speed Digital Design: A Handbook of Black Magic
    High-Speed Digital Design: A Handbook of Black Magic is a widely respected engineering reference that explains the theory and practical techniques for designing reliable high-speed digital circuits and systems.
  • F. None of above.

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_69ca82efbce081908179b4b9c65096eb completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdc79af13c81909349ae0b0d5da946 completed April 2, 2026, 1:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d258078488819086a58db79075e2b9 completed April 5, 2026, 12:39 p.m.
NEDg Description generation batch_69d258f0e91881909fdda5a5f3e50d29 completed April 5, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69d259bf38b08190b059dd7bd42d8862 completed April 5, 2026, 12:46 p.m.
Created at: March 30, 2026, 8:49 p.m.