Hello from what you measured it should be a 10k NTC, but it's not enough, you need also "beta" to
have the temperature-resistance relationship. In that applicaiton, probably it's a good quality
part, you could caracterize it measuring it's resistance to 2 or 3 known temperatures and then use
it for "precision" work. How much precision depends on your ability.
The best way to model the NTC is the Steinhart–Hart equation, that needs at least 3 test temperatures
to obtains equation parameters (3rd order), but once obtained it will be a very accurate model of the NTC,
this means that you could convert the NTC resistance to temperature with less than 0.1°C error, depending
on your meter and setup accuracy you could do much better.
A lower precision but simpler method is to use the beta equation, this is a second order approximation.
You need 2 known temperatures, for example 0°C and 100°C easy to obtain from distilled water, measure the
resistance at these temperatures and work back the equation parameters, in your case will be beta and
R
T=0 or R
T=100, but in general are beta and R
T=25. From your values
you could calculate R
T=25, and check how much is the predicted resistance at 25°C, if it's near
10kohm (+- tolerance) probably you have the right parameters.
It's easy to find the equations details and calculators online (check also murata, vishay and wikipedia), but
if you want more details feel free to ask

Fabio.