# If you'd like to omit non-matching lines from the result; add ';d' to the end of the expression.
sed -E 's/(?<=[0-9])\s+(?=(?:st|[rn]d|th)(?: [^\W\d_]|$))//gm;t' <<< "10 th elementary
1 st grade
133 rd anniversary
abc123 th 33333 rddccc
10 thetree
20 street
"
Please keep in mind that these code samples are automatically generated and are not guaranteed to work. If you find any syntax errors, feel free to submit a bug report. For a full regex reference for SED, please visit: https://www.gnu.org/software/sed/manual/html_node/The-_0022s_0022-Command.html