Monica Bellucci and Tim Burton are spending time together.

The Mafia Mamma actress, 58, and Edward Scissorhands director, 64, were captured arm in arm on Monday in Madrid, as featured on the cover of Paris Match magazine.

Burton and Bellucci appeared to match in their all-black outfits, which were both chic and warm for their outing.

The new image was released four months after Bellucci gave Burton the Lumière Award for lifetime accomplishment at the Lyon Lumière Film Festival in France in October 2022.

Inquiries from PEOPLE concerning Burton and Bellucci’s relationship status have gone unanswered by their representatives.

From 2001 through 2014, Burton had a committed relationship with his frequent partner, Helena Bonham Carter. Billy, their son, is 19 years old, and Nell, their daughter, is 15 years old.

On the Therapy Works podcast in December 2022, 56-year-old Bonham Carter discussed her “painful” split from Burton, which she described as a “very painful divorce.”

It was something lasting, she remarked. It’s not that limited, and that’s the other issue. It is perpetual. If you have children with someone, even after a divorce, you are still technically married to them. The connection must be altered. How to share the kids is a really difficult issue.

Rye Dag Holmboe, an art scholar, and Bonham Carter are now dating. The shortest distance between two individuals is laughter, not sex, the actress said in her interview. Although that may tell a lot about my sex, “sex is overrated.”

Bellucci married Vincent Cassel in 1999 at this time. Deva, 18, and Leonie, 12, are children of the former marriage, which divorced in August 2013.

While filming the French movie The Apartment in 1996, the Italian actress and the 56-year-old French actor became friends. Three years later, they got married, and they co-starred in Irreversible.

Their respective representatives both acknowledged the breakup, with Cassel’s stating that it was “by mutual agreement.”

Burton, an Oscar-nominated director, co-executively produced the recent Netflix hit series Wednesday and also directed many of its episodes.

Bellucci made her theatrical debut as 20th-century singer Maria Callas in Letters and Memoirs in New York City last month. She will be featured with Toni Collette in the forthcoming comedy Mafia Mamma.