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.