JSFiddle - React, Tailwind, and code Playground

HTML

<ul id="theLinks">
  <li><a href="one.php">One</a></li>
  <li><a href="two.php">Two</a></li>
  <li><a href="three.php">Three</a></li>
  <li><a href="four.php">Four</a></li>
</ul>

JavaScript

$(function() {
  var Links = {};
  $('#theLinks li a').each(function() {
    Links[this.innerHTML] = this.href.substring(this.href.lastIndexOf("/") + 1);
  });
  console.log(Links);
});