Police had said on Thursday that she had "stated that the reason she filed the animal cruelty report was for the publicity and because she did not know where her dog was."
Police have now closed their investigation into the incident, which cost the reality star her role on Teen Mom 2 and spurred her and her husband to temporarily lose custody of their children.
See the first current pics of her with her children since a judge ruled in May that the couple would temporarily lose custody of Kaiser, Ensley and his older daughter.
Jenelle's mother Barbara Evans confirms to "E! News" she has Jace and Ensley after the "Teen Mom 2" star's kids were removed from her and David Eason's home.
Jenelle's youngest kids have recently been staying with their grandmothers amid an investigation into her husband David Eason's alleged killing of her dog.