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Train hard by river where transport was kept? (5,5)

Ross

I believe the answer is:

coach house

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'where transport was kept?' is the definition.
Although both the answer and definition are singular nouns, I cannot understand how they can define each other.

'train hard by river' is the wordplay.
'train' becomes 'coach' (synonyms).
'hard' becomes 'h' (abbreviation used in pencil classifications).
'by river' becomes 'ouse' (Yorkshire river. I am not sure about the 'by' bit.).
'coach'+'h'+'ouse'='COACH-HOUSE'

Can you help me to learn more?

(Another definition for coach house that I've seen is " Building formerly housing carriages".)

I've seen this clue in The Independent.
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