'Text information retrieval in NLP

I have some problems with information retrieval based on the object description.

I have a dataset like this:

object | description |
ball   | ball had a radius of 33|
ruler  | ruler material is steal and the length of then is 3 meters
sceen  | Material:plastic,Manufacturer:apple|

The description could be a normal sentence of a scientific description but I want to get that information. Did anyone have any idea about how I could do that?

In fact I want some idea for how convert then to a dataset like

object  | radius | material| lenght | manufacturer 
ball    |  33    |   \     |  \     |  \
ruler   |  \     |  steal  |   3    |  \
sceen   |  \     | plastic |    \   | apple

I want any thing like research paper, blog post and tutorial about this problem

nlp


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