Triple

T9627506
Position Surface form Disambiguated ID Type / Status
Subject Koomey's law E232505 entity
Predicate relatedTo P37 FINISHED
Object Dennard scaling E232504 NE FINISHED

How this triple was built (2 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: [Koomey's law, relatedTo, Dennard scaling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dennard scaling
Context triple: [Koomey's law, relatedTo, Dennard scaling]
  • A. Dennard scaling chosen
    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.
  • B. 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.
  • C. “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.
  • D. 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.
  • E. Gustafson's law
    Gustafson's law is a principle in parallel computing that argues overall speedup can scale with the number of processors by increasing problem size, challenging the fixed-workload limitation implied by Amdahl's law.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca848793ec8190a93a12383a754dc0 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9afeb64c8190be91024c2e9039d3 completed April 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1798129dc819090a29efcbcf34b8e completed April 4, 2026, 8:50 p.m.
Created at: March 30, 2026, 8:10 p.m.