Yo recomiendo que ellos _______________ la casa pronto.

“Recomiendo que” expresses a recommendation, so it is followed by the subjunctive. The present subjunctive form of limpiar for ellos is “limpien,” making the sentence “Yo recomiendo que ellos limpien la casa pronto.” “Limpian” is the indicative form and does not fit this recommendation.

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