Password hashing not working in php mysql

I am trying to use password hashing using phpmysql. The issue is password_verify does not seem to work for me so far. Say, my password during registration is '123456789'. I stored it in database using

    password_hash('123456789', PASSWORD_BCRYPT, array('cost' => 12));

And then when I enter '123456789' in the login field, it does nothing, fails.

Here is my code:

<?php
        session_start();
        include('db.php');        
?>

<!DOCTYPE html>

<head>

    <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
    <meta name="viewport" content="width=device-width,initial-scale=1" />
    <link rel="stylesheet" type="text/css" href="style.css"/>

</head>

<body>

<p/>

<?php

    if(isset($_POST['login']) && $_POST['login'] == 'Login') {

        $loginEmail = $_POST['loginEmail'];
        $loginPassword = $_POST['loginPassword'];

        $sqlLogin = $db->prepare("SELECT * FROM registered_users WHERE email = ?");

        $sqlLogin->bind_param("s",$loginEmail);
        $sqlLogin->execute();
        $sqlLogin = $sqlLogin->get_result();
        $numrowsLogin = $sqlLogin->num_rows;

        if($numrowsLogin == 1) {
            $rowLogin = $sqlLogin->fetch_assoc(); 
            $stored_password = $rowLogin['password'];

        }
        if(password_verify($loginPassword, $stored_password)){


           header('Location: homepage.php'); 
        }else{
            echo 'invalid login';
        }      

    }         
?>


    <form action = "<?php echo $_SERVER['PHP_SELF'];?>" method="POST">
        <table style="width:500px">                        
            <tr>
                <td width="30%"><input style="width: 200px; height: 25px; border-radius: 5px;" type="text" name="loginEmail" placeholder = "Email" required/><br/></td>
            </tr>                    
            <tr>
                <td width="30%"><input style="width: 200px; height: 25px; border-radius: 5px;" type="password"  name="loginPassword" placeholder = "Password" required/><br/></td>
            </tr>
        </table>

        <input style="font-weight: bold; width: 70px; height: 25px; border-radius: 5px;" type="submit" name="login" value="Login"/>
    </form>

</body>

</html>

@Fred Li : thanks, that worked for me. My password column length in the database was 50. updated it and works now, thankyou once again!! – Bishwaroop Chakraborty"

As discussed in commments:

Example from http://php.net/manual/en/function.password-hash.php

$2y$10$.vGA1O9wmRjrwAVXD98HNOgsNpDczlqm3Jq7KnEd1rVAGv3Fykk1a is 60 chars.

Your password column's length is less than 60 and that's the problem.

It's too short and your code failed silently because of it and you need to start over with a new hash after altering the column's length.