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Map who a person knows from one LinkedIn profile URL, when you cannot see their connection list. Derives a per-person angle set from their own work history, education and posts, fans those angles out to parallel agents, merges and scores every candidate on evidence strength, resolves each row to a real profile and current employer, and ships a spreadsheet you can slice by where each person works today (a filterable people tab plus an employer x tier pivot). Works for any function (engineering, recruiting, sales, research, exec) and any career shape. Use for "who does this person know", "find connections of this LinkedIn URL", "map this person's network", "who is in their orbit", "who do they know at a company", "infer connections from job history and post engagement", /social-connections.