Can we retrieve caller location info using Twilio API using PHP?

I am using Twilio API on my php project, I am able to retrieve caller's information like Country Code etc. But I am not able to find something which can also provide its City/State info, here is the API I am using:

<?php
    require 'Twilio/autoload.php';
    use Twilio\Rest\Client;

    // Your Account Sid and Auth Token from twilio.com/user/account
    $accountSid = "<ACCOUNT SID>";
    $authToken = "ACCOUNT TOKEN";
    $client = new Client($accountSid, $authToken);

    $number = $client->lookups->phoneNumbers("<PHONE NUMBER>")->fetch();

    echo "<pre>";
    print_r($number);
    echo "</pre>";
?>

Here is the response I get:

[properties:protected] => Array
        (
            [callerName] => 
            [countryCode] => US
            [phoneNumber] => <PHONE NUMBER>
            [nationalFormat] => <PHONE NUMBER>
            [carrier] => 
            [addOns] => 
            [url] => https://lookups.twilio.com/v1/PhoneNumbers/<PHONE NUMBER>
        )