SQL UNION constructs must match up possibly dissimilar
types to become a single result set. The resolution algorithm is
applied separately to each output column of a union query. The
INTERSECT and EXCEPT constructs resolve
dissimilar types in the same way as UNION. The
CASE, ARRAY, VALUES,
LEAST constructs use the identical
algorithm to match up their component expressions and select a result
Type Resolution for UNION, CASE, and Related Constructs
If all inputs are of the same type, and it is not unknown, resolve as that type.
If any input is of a domain type, treat it as being of the domain's base type for all subsequent steps. 
If all inputs are of type unknown, resolve as type text (the preferred type of the string category). Otherwise, unknown inputs are ignored.
If the non-unknown inputs are not all of the same type category, fail.
Choose the first non-unknown input type which is a preferred type in that category, if there is one.
Otherwise, choose the last non-unknown input type that allows all the preceding non-unknown inputs to be implicitly converted to it. (There always is such a type, since at least the first type in the list must satisfy this condition.)
Convert all inputs to the selected type. Fail if there is not a conversion from a given input to the selected type.
Some examples follow.
Example 10-10. Type Resolution with Underspecified Types in a Union
SELECT text 'a' AS "text" UNION SELECT 'b'; text ------ a b (2 rows)
Here, the unknown-type literal 'b' will be resolved to type text.
Example 10-11. Type Resolution in a Simple Union
SELECT 1.2 AS "numeric" UNION SELECT 1; numeric --------- 1 1.2 (2 rows)
The literal 1.2 is of type numeric, and the integer value 1 can be cast implicitly to numeric, so that type is used.
Example 10-12. Type Resolution in a Transposed Union
SELECT 1 AS "real" UNION SELECT CAST('2.2' AS REAL); real ------ 1 2.2 (2 rows)
Here, since type real cannot be implicitly cast to integer, but integer can be implicitly cast to real, the union result type is resolved as real.
Example 10-13. Type Resolution in a Nested Union
SELECT NULL UNION SELECT NULL UNION SELECT 1; ERROR: UNION types text and integer cannot be matched
This failure occurs because PostgreSQL treats multiple UNIONs as a nest of pairwise operations; that is, this input is the same as
(SELECT NULL UNION SELECT NULL) UNION SELECT 1;
The inner UNION is resolved as emitting type text, according to the rules given above. Then the outer UNION has inputs of types text and integer, leading to the observed error. The problem can be fixed by ensuring that the leftmost UNION has at least one input of the desired result type.
INTERSECT and EXCEPT operations are likewise resolved pairwise. However, the other constructs described in this section consider all of their inputs in one resolution step.
Somewhat like the treatment of domain inputs for operators and functions, this behavior allows a domain type to be preserved through a UNION or similar construct, so long as the user is careful to ensure that all inputs are implicitly or explicitly of that exact type. Otherwise the domain's base type will be preferred.