Peel, core, and dice the apples and toss with the lemon juice.
Heat a large saucepan. Add the pecans and toast them, stirring constantly, for about 2 minutes. Add the remaining ingredients and cook on medium-high heat until apples are tender and much of the water has cooked off, about 15 minutes.