def compare_predictions_and_gold_labels(predictions_set, golds_set):
    """ Calculate True Positives (tp), False Positives (fp), and False Negatives (fn) """
    tp, fp, fn = 0, 0, 0
    for pred in predictions_set:
        if pred in golds_set:
            tp += 1
        else:
            fp += 1
    for gold in golds_set:
        if gold not in predictions_set:
            fn += 1
    return tp, fp, fn