I've been meaning to do a deep dive on semiconductor supply chains for a while now. I'd start by aggregating annual reports for the companies named in [1], identify their major categories of capex, gather information about their suppliers, and recurse.
[1] https://www2.deloitte.com/content/dam/Deloitte/cn/Documents/...