Search for a location in a proposal

Iโ€™m working on a location allocation algorithm, but havenโ€™t achieved anything yet. For example, in this sentence

Riders on lines B and Q will receive some relief from the construction as the stations open again and a major project will begin soon at Dyckman Street Station.

"Dyckman Street" is location information. How we extract this information from this offer. (I tried to extract words from a sentence starting with the letter "Capital" and look for it in db, which has city names, but it does not always work).

How can I find an algorithm to extract this information? Thank..

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Source: https://habr.com/ru/post/1771184/


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