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The phrase "distinct but interdependent" is correct and usable in written English.
You can use it when you want to draw a comparison between two things that, while separate, are still related and influencing one another. For example: "The two countries have different governments, yet their economies remain distinct but interdependent."
Exact(9)
The model simulates distinct but interdependent social actors making positive and negative selections of each other in efforts to reach balanced cognitive states.
A monarchy consists of distinct but interdependent institutions a government and a state administration on the one hand, and a court and a variety of ceremonies on the other that provide for the social life of the members of the dynasty, their friends, and the associated elite.
As data and analytics work are distinct but interdependent, heads of both teams need to partner with the business to ensure alignment against the right business priorities to drive toward data monetization and smooth execution, given the state of the current and emerging talent base.
Benjamin's works are characterised by two distinct but interdependent virtues: an absolute technical command of whatever medium he uses and a passionate concern for harmony as the fundamental basis of musical inspiration.
Validity is seen as an integral or 'a unitary concept' (APA, 1985, p. 9) with six distinct but interdependent aspects of content, substantive, structure, generalizability, external and consequential validity, which jointly function as general validity criteria for all educational and psychological measurement (Messick 1994c pp. 11 12; Messick 1996, p. 9).
Moreover, the MTN-projecting cells in the pan-ventronasal domain are apparently composed of two distinct but interdependent regular mosaics depending on the presence or absence of SPIG1, indicating that they comprise two functionally distinct subtypes of the ON DSGCs.
Similar(51)
Rothwell and Zegveld (1985) argued that the innovation process can be functionally distinct but has interacting and interdependent stages; thus, the process itself can be logically sequential, although not necessarily continuous.
Recent electrophysiological evidence suggests that the comprehension of emotional prosody and emotional semantics proceeds along two distinct but probably highly interactive and possibly interdependent processing streams which are likely to be subserved by partially overlapping neural networks [9] [11] (and see [12] for review on participating brain structures).
The MIT REAP program emphasizes the distinct, yet interdependent, roles of innovative capacity and entrepreneurial capacity as it relates to an 'innovation ecosystem'.
These are are not independent to each other but interdependent with each other.
The Central Nervous System controls these two functions in a separate but interdependent way.
More suggestions(15)
distinct but cooperative
distinct but interrelated
distinct but interactive
distinct but interconnected
distinct but symbiotic
independent but interdependent
distinct but interacting
distinct but related
disparate but interdependent
different but interdependent
distinct but overarching
distinct but cumulative
distinct but connected
distinct but understudied
distinct but rare
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com