Triple

T7666026
Position Surface form Disambiguated ID Type / Status
Subject Charles E. Leiserson E173624 entity
Predicate researchArea P3 FINISHED
Object 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.
E679885 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: VLSI theory | Statement: [Charles E. Leiserson, researchArea, VLSI theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: VLSI theory
Context triple: [Charles E. Leiserson, researchArea, VLSI theory]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. ACM Transactions on Design Automation of Electronic Systems
    ACM Transactions on Design Automation of Electronic Systems is a peer-reviewed scholarly journal that publishes research on methodologies, tools, and algorithms for the design and automation of electronic and embedded systems.
  • E. analog VLSI for neural systems
    Analog VLSI for neural systems is a pioneering approach to designing low-power, hardware-based neural network and neuromorphic circuits that mimic biological computation using analog very-large-scale integration technology.
  • 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: VLSI theory
Triple: [Charles E. Leiserson, researchArea, VLSI theory]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: VLSI theory
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. ACM Transactions on Design Automation of Electronic Systems
    ACM Transactions on Design Automation of Electronic Systems is a peer-reviewed scholarly journal that publishes research on methodologies, tools, and algorithms for the design and automation of electronic and embedded systems.
  • E. analog VLSI for neural systems
    Analog VLSI for neural systems is a pioneering approach to designing low-power, hardware-based neural network and neuromorphic circuits that mimic biological computation using analog very-large-scale integration technology.
  • 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_69c699562484819086752091e3164a27 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701c1383c8190ab5bf803bd6211a9 completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89b1fdccc8190a69b4745dc3b2347 completed March 29, 2026, 3:23 a.m.
NEDg Description generation batch_69c89d513af88190b453bf3bf1adcbfb completed March 29, 2026, 3:32 a.m.
NED2 Entity disambiguation (via description) batch_69c89ddd81a88190924d41529e94b06b completed March 29, 2026, 3:34 a.m.
Created at: March 27, 2026, 4 p.m.