Triple

T2088718
Position Surface form Disambiguated ID Type / Status
Subject Moore's law E32615 entity
Predicate relatedConcept P37 FINISHED
Object Dennard scaling
Dennard scaling is a principle in microelectronics stating that as transistors shrink, their power density stays constant, allowing higher clock speeds and more transistors per chip without increasing overall power consumption.
E232504 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: Dennard scaling | Statement: [Moore's law, relatedConcept, Dennard scaling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dennard scaling
Context triple: [Moore's law, relatedConcept, Dennard scaling]
  • A. Moore's law
    Moore's law is an observation and prediction that the number of transistors on an integrated circuit—and thus computing power—tends to roughly double at regular intervals, driving exponential growth in digital technology.
  • 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. Amdahl's law
    Amdahl's law is a formula in computer architecture and parallel computing that predicts the maximum performance improvement achievable by parallelizing parts of a system, given that some portion must remain serial.
  • D. RISC architecture
    RISC architecture is a CPU design philosophy that uses a small, highly optimized set of simple instructions to achieve high performance and efficiency.
  • E. 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.
  • 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: Dennard scaling
Triple: [Moore's law, relatedConcept, Dennard scaling]
Generated description
Dennard scaling is a principle in microelectronics stating that as transistors shrink, their power density stays constant, allowing higher clock speeds and more transistors per chip without increasing overall power consumption.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dennard scaling
Target entity description: Dennard scaling is a principle in microelectronics stating that as transistors shrink, their power density stays constant, allowing higher clock speeds and more transistors per chip without increasing overall power consumption.
  • A. Moore's law
    Moore's law is an observation and prediction that the number of transistors on an integrated circuit—and thus computing power—tends to roughly double at regular intervals, driving exponential growth in digital technology.
  • 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. Amdahl's law
    Amdahl's law is a formula in computer architecture and parallel computing that predicts the maximum performance improvement achievable by parallelizing parts of a system, given that some portion must remain serial.
  • D. RISC architecture
    RISC architecture is a CPU design philosophy that uses a small, highly optimized set of simple instructions to achieve high performance and efficiency.
  • E. 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.
  • 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba712388819091d68a4bb99f6b17 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2742834c8190ad9be71128959e0c completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2bd9c41c819089f65019e2fb93ad completed March 9, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69ae2c61c3e08190a0ab44db0af9eb55 completed March 9, 2026, 2:11 a.m.
Created at: March 4, 2026, 7:43 p.m.