Pandas Pivot Table with 2 columns

Question

I am trying to pivot rows "attribute_code" dataframe which currently looks like this:

d2 = {'attribute': ['ID', 'description', "name", "ID", "description", "name"],
  'value': [123, "wine", "green wine", 124, "cola", "colaPlant"]
  }
df2 = pd.DataFrame(data=d2)

Output:

   attribute        value
0      ID            123
1  description       wine
2     name        green wine
3      ID            124
4  description       cola
5     name        colaPlant

when I'm trying to pivot the column "attributes" I get:

       ID        description    name
0      123           nan         nan
1      nan           wine        nan
2      nan           nan        green wine
3      124           nan         nan
4      nan           cola        nan
5      nan           nan        colaPlant

but instead I want:

       ID        description    name
0      123           wine     green wine
1      124          cola      colaPlant

how do I manage to get it? I tried also transposing the column but it won't work, I got only a flat row.