It's a bit more complicated but if you are interested in such a theory you could try and read (or get) this book
The Meaning of Relativity, the 6th edition
(you must get the 6th edition if you want Einstein's latest or rather last revision - published in december 1955 a less than a year before his death)
In the last appendix called
Relativistic Theory of the Non-symmetric Field (which in previous edition was called '
Generalized theory of gravitation') contains a revised version of the unified field.
It was released as a scientific paper also known as
A New Form of the General Relativistic Field Equations, co-authored with B. Kaufman ( https://www.jstor.org/stable/2007103 )
Again some people say it's a fail, but for my part I think it's a great theory.
I think that
1) Yes it's kind like that only that if there is a unified field of gravity-electricity-magnetism-etc than the unified field has a bit more complicated properties than gravity - gravity is a only a type of state of the unified field (in analogy with closed strings and opened strings)
2) It's not coincidental - it's about our physical world and how things interact. Theories use math to describe behavior "how will that move a little to the left or right if this comes from this direction" and so on. Unifications it's about math - therefor about geometry. The physical world is another thing - much more complex, with "real" leaving things - but the interactions inside can be described to some detail with math :)
You will receive different answers depending on who you ask. It doesn't mean that others view are better or wrong. It's a matter of view - and/or - experience.
Alternatively you could look into Einstein-Yang-Mills-Dirac-Higgs or in more modern theories such as M-theory or multiverse theory (super theories of the string theory).I'll let Einstein defend his own theory with his own words
A Note On The Sixth Edition
For the present edition I have completely revised the 'Generalization of Gravitation Theory' under the title 'Relativistic Theory of the Non-symmetric Field'. For I have succeeded - in part in collaboration with my assistant B. Kaufman - in simplifying the derivations as well as the form of the field equations. The whole theory become thereby more transparent, without changing its content.
A.Einstein, December 1954, The meaning of RelativityThere's is also a notes section in the final pages of the book which says (aka regarding other approaches):
"
More complex field theories have frequently been proposed. They may be classified according to the following characteristic features:
(a) Increase the number of dimensions of the continuum.In this case one must explain why the continuum is apparently restricted to four dimensions.
(b) Introduction of fields of different kind (e.g. a vector field) in addition to the displacement field and its correlated tensor field gik or (gik).
(c) Introduction of field equations of higher order (of differentiation).
In my view such, more complicated theories and their combinations should be considered only if there exist physical-empirical reasons to do so."
I totally recommend you to get this book - that if you have some background in physics or other study fields (like electrical engineering, astronomy, etc).
It contains Einstein's Stafford Little Lectures, delivered in may 1921 at Princeton University.
It details the Special Relativity, the General Relativity (and tensor math stuff) and more - so you have a all in one book.
Also I recommend L. Susskind lectures on G.R.if you need to get into it (you can find them on youtube).
PS: I didn't meant to offend the others posts

I just like more Einstein's version - that's all. Thank you.