Synonyms for Fatherless (same or very similar meaning)
WordNet sense 1 (having no parent or parents or not cared for by parent surrogates):
parentless, unparentedWordNet sense 2 (of marriages and offspring; not recognized as lawful):
illegitimateFrom the ODE community, based on WordNetadd/edit