... but why would the arms of
Essex be on Hammersmith Bridge?

It seems to include some of the counties which border the Thames - at
3 o'clock looks like Westminster

I think the whole thing may be the [main members of the] Metropolitan
Board of Works. There's something the same or very similar on at least
some of the old pumping stations.

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R