Triple
T2764102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steinmetz’s law of hysteresis |
E61292
|
entity |
| Predicate | generalizedBy |
P2372
|
FINISHED |
| Object |
improved generalized Steinmetz equation
The improved generalized Steinmetz equation is an enhanced empirical formula used in electrical engineering to more accurately estimate core loss in magnetic materials under complex, non-sinusoidal excitation conditions.
|
E61292
|
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: improved generalized Steinmetz equation | Statement: [Steinmetz’s law of hysteresis, generalizedBy, improved generalized Steinmetz equation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: improved generalized Steinmetz equation Context triple: [Steinmetz’s law of hysteresis, generalizedBy, improved generalized Steinmetz equation]
-
A.
Steinmetz equivalent circuit
The Steinmetz equivalent circuit is a simplified electrical model used to represent and analyze the behavior of alternating current (AC) machines, particularly induction motors and transformers, in terms of their key electrical parameters.
-
B.
Steinmetz’s law of hysteresis
Steinmetz’s law of hysteresis is an empirical formula that relates the energy loss in magnetic materials to the maximum magnetic flux density, widely used in electrical engineering to estimate core losses in transformers and other AC magnetic devices.
-
C.
Theory and Calculation of Alternating Current Phenomena
Theory and Calculation of Alternating Current Phenomena is a foundational electrical engineering text that systematically develops the mathematical analysis and practical design principles of alternating current (AC) circuits and machinery.
-
D.
Theoretical Elements of Electrical Engineering
Theoretical Elements of Electrical Engineering is a foundational textbook by Charles Proteus Steinmetz that systematically presents the mathematical and theoretical principles underlying electrical engineering.
-
E.
Experimental Researches in Electricity
Experimental Researches in Electricity is Michael Faraday’s landmark series of scientific papers detailing his foundational experiments and discoveries in electromagnetism and electrochemistry.
- 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: improved generalized Steinmetz equation Triple: [Steinmetz’s law of hysteresis, generalizedBy, improved generalized Steinmetz equation]
Generated description
The improved generalized Steinmetz equation is an enhanced empirical formula used in electrical engineering to more accurately estimate core loss in magnetic materials under complex, non-sinusoidal excitation conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: improved generalized Steinmetz equation Target entity description: The improved generalized Steinmetz equation is an enhanced empirical formula used in electrical engineering to more accurately estimate core loss in magnetic materials under complex, non-sinusoidal excitation conditions.
-
A.
Steinmetz equivalent circuit
The Steinmetz equivalent circuit is a simplified electrical model used to represent and analyze the behavior of alternating current (AC) machines, particularly induction motors and transformers, in terms of their key electrical parameters.
-
B.
Steinmetz’s law of hysteresis
chosen
Steinmetz’s law of hysteresis is an empirical formula that relates the energy loss in magnetic materials to the maximum magnetic flux density, widely used in electrical engineering to estimate core losses in transformers and other AC magnetic devices.
-
C.
Theory and Calculation of Alternating Current Phenomena
Theory and Calculation of Alternating Current Phenomena is a foundational electrical engineering text that systematically develops the mathematical analysis and practical design principles of alternating current (AC) circuits and machinery.
-
D.
Theoretical Elements of Electrical Engineering
Theoretical Elements of Electrical Engineering is a foundational textbook by Charles Proteus Steinmetz that systematically presents the mathematical and theoretical principles underlying electrical engineering.
-
E.
Experimental Researches in Electricity
Experimental Researches in Electricity is Michael Faraday’s landmark series of scientific papers detailing his foundational experiments and discoveries in electromagnetism and electrochemistry.
- 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_69ab4b7bab6c8190a5c2efef19a8ef34 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd541c2c8190a983a6f6a0b24ed9 |
completed | March 7, 2026, 8:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc6465fd88190bb14a35395efb6c4 |
completed | March 10, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69afc6e6d4bc81908108fe24677448c3 |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc7907be88190b70458ed735261e8 |
completed | March 10, 2026, 7:26 a.m. |
Created at: March 6, 2026, 9:57 p.m.