In this task, you have to identify the named entities (NER) which are the ingredients required given its directions. Named entities are the names of the items without their quantity.

in a deep frying pan or pot add the water, vinegar and beer., Sprinkle old bay, red pepper flakes and celery seed to cover the top of the liquid., when it starts to boil add enough shrimp to cover the top of the water, you don't want to crowd them., boil till the tails start to curl (5 to 7 minutes depending on the size of the shrimp, take out when they start to curl or you will over cook them)., add water, beer and spices as needed for the next batch, to keep the liquid deep enough for the shrimp to float.
shrimp, water, white vinegar, better, ..., red pepper, celery seeds