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Prepare the chicken. Pat the chicken thighs dry. Combine the spices, then rub about half of the blend over the chicken.
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Brown the chicken. Heat olive oil in a Dutch oven over medium-high heat. Brown the chicken skin-side down for 5–7 minutes, turn, and cook another 2 minutes. Remove to a plate.
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Bloom the aromatics. Reduce heat to medium. Add garlic, fresh ginger, and the remaining spice mixture. Cook for about 30 seconds, stirring continuously.
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Build the braise. Add chicken stock, dried apricots, and preserved lemon. Scrape up the browned bits from the pot.
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Braise the chicken. Return chicken to the pot, skin-side up. Cover and simmer gently for 20 minutes.
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Add the pumpkin. Nestle the pumpkin chunks around the chicken, spooning a little sauce over them. Cover and cook another 20–25 minutes, until the chicken reaches at least 165°F internally (thighs are often better around 175–185°F) and the pumpkin is fork-tender.
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Finish. Stir in lemon juice, taste for salt, and allow the sauce to reduce uncovered for a few minutes if needed.
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Serve. Garnish with fresh cilantro or parsley and toasted almonds.