Update README.md

README.md

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 # Empty solution example for the S23DR competition
 
 This repo provides a minimalistic example of a valid, but empty submission to S23DR competition.
-We recommend to take a look at the [another example](https://huggingface.co/usm3d/handcrafted_baseline_submission),
-which implement some primitive algorithm and provides useful I/O and visualization functions.
+We recommend you take a look at [this example](https://huggingface.co/usm3d/handcrafted_baseline_submission),
+which implements some primitive algorithms and provides useful I/O and visualization functions.
 
-This one, though, containt the minimal code, which succeeds at reading the dataset and producing a solution, which consists of two vertices at the origin and edge of zero length connecting them.
-
-
-The repo consistst of the following parts:
-
-- `script.py` - the main file, which is run by the competition space. It should produce `submission.parquet` as the result of the run.
-- `hoho.py` - the file for parsing the dataset at the inference time. Do NOT change it.
+This example seeks to simply provide minimal code which succeeds at reading the dataset and producing a solution (in this case two vertices at the origin and edge of zero length connecting them).
 
+`script.py` - is the main file which is run by the competition space. It should produce `submission.parquet` as the result of the run. Please see the additional comments in the `script.py` file. 
 
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 license: apache-2.0