WEBVTT

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OK, so imagine you're on a road trip. Oh, I love

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a good road trip. Yeah. Driving through the sweeping,

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sun -baked landscapes of New Mexico. Beautiful

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out there. It really is. You've got your hiking

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boots in the trunk, windows are down, your favorite

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playlist is going, and you grab your phone to

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type your destination into the map. Right. You

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type in San Mateo Mountains and, you know, the

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voice on your device chimes back, calculating

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route. Just like it always does. Exactly. You

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put the car in drive. But here is the massive

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hidden catch with this specific search. Oh, boy.

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When you hit that Go button, you actually only

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have a 25 % chance of heading to the right place.

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Wait, really? Just 25 %? Yeah. Because out there

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in the high desert, there are four completely

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distinct geographical locations claiming variations

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of that exact same name. It's basically the ultimate

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cartographical shell game. Totally. Because,

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I mean, we're so conditioned to rely on our digital

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maps and encyclopedias, right? We expect them

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to give us absolute pinpoint certainty. We really

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do. We just trust the machine. Right. We expect

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a search bar to be this like Oracle that knows

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our exact intent. But in this specific case,

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the architecture of the map essentially throws

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its hands up. It just gives up. Pretty much.

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It hits the brakes and asks, you know, wait,

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which one did you actually mean? OK, let's unpack

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this because today's deep dive is centered entirely

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around a single, astonishingly brief Wikipedia

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disambiguation page. Yes, the entry for the San

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Mateo Mountains. Right. And our mission today

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is to untangle this surprisingly dense web of

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identical geographical names in New Mexico. We

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want to make sure that if you, the listener,

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are ever trying to track down this elusive location,

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you never get lost. That's a noble goal. I try,

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because discovering this page isn't just about,

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you know, avoiding a wrong turn on a hike. No,

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far from it. I mean, this short document serves

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as a perfect microscopic case study. A case study

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in what, exactly? In how human history and digital

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information overlap and how they often clash.

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Clash is a good word for it. Yeah, it reveals

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how easily even the most vast, sophisticated

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encyclopedias are forced to build these dedicated

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disambiguation safety nets. Just to keep the

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whole thing from falling apart. Basically, yeah,

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just to keep the underlying database from collapsing.

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It's a brilliant illustration of the friction

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between organic, messy human naming habits and

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the rigid needs of modern digital architecture.

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So let's actually look at the literal text of

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this source, because this page, this specific

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Wikipedia entry, it isn't an article about a

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mountain. Right. There's no topography discussed

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here. None at all. It exists solely to fix navigational

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errors. It's like a digital traffic cop. I like

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that analogy. And the very first thing it says

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is this incredibly polite, almost defeated warning.

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What does it say? It says, if an internal link

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incorrectly led you here, you may wish to change

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the link to point directly to the intended article.

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Wow. Right. It is basically the internet apologizing

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for being thoroughly confused. That's amazing.

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And right below that warning, it presents us

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with our very first location, which is the San

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Mateo Mountains situated in Socorro County, New

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Mexico. So what's really fascinating here is

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how that single sentence exposes a fundamental

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vulnerability in how we organize knowledge today.

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How so? Well, this is what computer scientists

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might call an ontological mapping problem. Ontological

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mapping problem, okay. Fancy term. Right, but

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I mean, a system like Wikipedia is built on the

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assumption of a one -to -one relationship. Like

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one name equals one place. Exactly. A unique

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identifier. like a URL or an internal link connecting

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to a specific concept in the real world. The

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database craves a primary key. It wants neatly

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organized ones and zeros. But the real world

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is definitely not neatly organized ones and zeros.

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Not at all. Human geography is deeply semantic

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and heavily overloaded. It absolutely refuses

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to obey the rules of digital logic. It's just

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too messy. Yeah. So when the system encounters

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four different physical realities sharing the

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identical text string of San Mateo, the automated

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routing just fails. The system panics. It really

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does. It has to generate this traffic cop page

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to force the user to pause, step in and manually

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verify their own intention. It's like having

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four people named John Smith at the same party.

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Oh, that's a great way to put it. But it's worse.

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It's like being the bouncer at that party, equipped

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with a digital scanner that's programmed to only

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accept one unique barcode per guest. Right. One

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barcode, one person. Yeah. And suddenly, four

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different guys walk up to the door, all handing

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you the exact same barcode. You can't just scan

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them in. The scanner would just flash in error.

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Exactly. You have to stop the line, pull them

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aside, and start checking their physical driver's

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licenses just to figure out who is who. Like,

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oh, you're the John Smith from Socorro County.

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Right. You have to look at the secondary data.

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But I got to push back on this a little bit.

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Go for it. Because we see search engines handle

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this kind of stuff all the time. Why wouldn't

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an encyclopedia just apply a popularity metric?

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The popularity contest approach. Yeah, like why

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not just pick the biggest mountain range or the

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tallest or the most famous one, crown it as the

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main page, and redirect everyone there? Serious

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question. Wouldn't that be infinitely more efficient

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than forcing everyone into this digital waiting

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room? I mean, it would absolutely be more efficient

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for the server, and frankly, it is a very common

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impulse in system design. We naturally want to

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create a hierarchy of importance to streamline

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the user experience. Right. Make it easy for

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90 % of people. But this raises an important

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question. Who gets to decide which mountain's

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the most important? Oh. Yeah, I see where you're

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going with this. If a centralized encyclopedia

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algorithm... arbitrarily crowns the Socorro County

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Mountains as the main San Mateo Mountains just

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because they get more search traffic? What happens

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to the others? They just get buried. They're

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essentially erasing the local reality for the

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people living near the other three locations.

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So it's about fairness. Exactly. A disambiguation

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page isn't just a technical fix. It's an exercise

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in strict epistemological neutrality. Epistemological

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neutrality, meaning it doesn't take sides. Right.

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It refuses to impose an external hierarchy on

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a flat geographic reality. It admits that all

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of these locations have an equal valid claim

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to the name and it leaves a final choice entirely

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up to the user. OK, so it's a philosophical choice

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disguised as a software feature. It refuses to

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play favorites. That's a perfect way to summarize

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it. All right. So Socorro County gets the first

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slot on the list, neatly contained within its

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borders. But here's where it gets really interesting.

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Oh, it gets worse. Way worse. Because the source

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introduces us. to the second location. And this

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is where the cartography starts to get a little

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aggressive. Aggressive how? Well, the text lists

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another distinct range called the San Mateo Mountains.

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But this one is located in Cibola and McKinley

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counties. OK, two counties. Yeah. And crucially,

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the source explicitly notes that this specific

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range includes Mount Taylor. They literally have

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to drag a sub feature, like a specific peak into

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the description just to act as an anchor. Right.

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To help tell these mountains apart from the first

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ones. Exactly. It's like you're saying, no, no,

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we're the San Mateo Mountains with Mount Taylor.

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Precisely. Because the primary identifier, the

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name San Mateo Mountains, has completely failed

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as a unique. query. It's useless now. Right.

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So the database has to zoom in closer to find

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a new variable. It has to pull in Mount Taylor

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to act as a geographical fingerprint. That fingerprint,

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yeah. It's a compensatory mechanism. When the

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broad category fails to differentiate the data,

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the system relies on relational clustering. Meaning

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it pairs things together? Exactly. It essentially

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says, OK, San Mateo is useless to us right now,

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so look for the node that contains San Mateo

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and the Mount Taylor. It uses specific details

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to create the distinction that the name alone

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can't provide. Well, let's look at the physical

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realities of the map here. The first mountain

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range sits squarely inside Socorro County. It's

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geographically tidy. Very tidy. But the second

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range physically crosses the borders of two completely

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different counties, Cibola and McKinley. Does

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the fact that this mountain range sprawls across

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two different county lines make it even harder

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to map and classify? Because from a logistical

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standpoint, it feels like it's actively defying

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containment. Oh, without a doubt. If we connect

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this to the bigger picture, you are looking at

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the ultimate friction between organic earth and

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rigid human grids. Organic earth versus human

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grids. grids yeah because geographical borders

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like county lines they're entirely human inventions

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it's just made up exactly they are invisible

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arbitrary geometric lines drawn on a piece of

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paper by a surveyor usually for like taxes or

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something. Right, political tax or administrative

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reasons. But geological features, like a massive

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mountain range, they operate on a time scale

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of millions of years. They don't care about our

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paperwork. They really don't. They are the result

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of tectonic plates violently pushing rock up

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from the Earth's crust. They do not care about

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our invisible surveyor lines. They just erupt

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wherever the physics dictate. Exactly. So when

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you have a mountain range crossing from Cibola

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into McKinley County, you suddenly have an object

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that exists in two mutually exclusive administrative

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containers. Which means double the bureaucracy.

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Oh, absolutely. You have two different local

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governments, two different zoning boards, and

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two different sets of emergency services that

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have to deal with it. What a nightmare. It radically

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compounds the need for high level disambiguation.

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because the location cannot simply be pigeonholed

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into a single database cell. It just defies the

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tidy columns of a spreadsheet. So you have a

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bureaucratic headache layered right on top of

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a geological one. You have mountains ignoring

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the county lines and encyclopedias scrambling

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to build subcategories just to explain it all.

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That's the reality of it. Which transitions us

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perfectly to our third location because we just

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saw how a massive mountain range causes administrative

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chaos by spilling into McKinley County. Right.

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But human naming habits make this even worse

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because entirely contained within that very same

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county sits a completely different geological

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feature claiming the exact same name. Oh, this

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is my favorite part. It's so wild. The source

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introduces us to the San Mateo Mesa and its location,

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McKinley County, New Mexico. The very same McKinley

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County that contains the northern half of the

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Second Mountain Range. Yes. It is a localized

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naming traffic jam of epic proportions. It really

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is. This is like having a main street and a main

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boulevard intersecting in the exact same small

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town. It's so confusing for everyone. If a traveler

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is driving through McKinley County, New Mexico,

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and they ask a local for directions to San Mateo,

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how in the world are they supposed to know if

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they're heading toward the towering mountain

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range or the flat mesa? They have no idea. Feels

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like a recipe for absolute chaos. It does. And

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this is where the specific geological terminology

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becomes the absolute last line of defense. the

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database. You mean the words mountain versus

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mesa. Exactly because a mountain is typically

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characterized by a prominent elevated peak. It

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has a sharp verticality. Pointy at the top. Right.

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A mesa on the other hand is an isolated flat

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-topped elevation with steep sides. I mean the

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word literally translates to table in Spanish.

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So it's flat. Very flat. So the only way to differentiate

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these two locations within the exact same county

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is to rely entirely on the precise physical shape

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of the rock formation. The nouns mountain and

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mesa are doing an incredible amount of heavy

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lifting here. If you drop those descriptive words

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and just say I'm going to San Mateo, the navigational

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system collapses entirely. You are stranded in

00:11:54.259 --> 00:11:56.759
the desert. pretty much. But we really have to

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pause and look at the psychology of this. It's

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wild that the early residents of McKinley County

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allowed this to happen. It is a bit baffling.

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You have pioneers or settlers who look at a giant

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mountain range that crosses into their territory

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and they say Yes, that's San Mateo. OK, makes

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sense. And then presumably, some of those same

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people look at a giant flat -topped rock sitting

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entirely inside their territory and say, you

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know what, let's call that San Mateo too. Right.

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Why does this happen? Is it just the staggering

00:12:24.299 --> 00:12:27.399
lack of creativity? Well, it might look like

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a lack of creativity to us now, sitting in front

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of a global map. But it actually speaks volumes

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about how place names actually originate. Ah,

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so. It is the fundamental difference between

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the local perspective and the bird's eye view.

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OK, I'm following. When early communities were

00:12:43.230 --> 00:12:45.909
naming landmarks, they were doing it based on

00:12:45.909 --> 00:12:49.669
immediate local utility, not future proofing

00:12:49.669 --> 00:12:51.769
for a digital database. They weren't thinking

00:12:51.769 --> 00:12:55.149
about Wikipedia. Not at all. They weren't thinking

00:12:55.149 --> 00:12:58.149
about how a Silicon Valley programmer might one

00:12:58.149 --> 00:13:02.360
day try to index their landscape. Often, a prominent

00:13:02.360 --> 00:13:04.539
feature was named after a patron saint. Like

00:13:04.539 --> 00:13:07.019
Saint Matthew. Right, Saint Matthew or San Mateo.

00:13:07.539 --> 00:13:09.700
Perhaps because it was discovered on that saint's

00:13:09.700 --> 00:13:12.379
feast day, or because the local mission was dedicated

00:13:12.379 --> 00:13:14.480
to him. So they were just looking at the world

00:13:14.480 --> 00:13:16.960
from their own front porch. Precisely. Yeah.

00:13:17.240 --> 00:13:19.399
They named what was relevant to them on that

00:13:19.399 --> 00:13:22.139
specific day. They didn't have the capacity or

00:13:22.139 --> 00:13:25.720
the need really to check if a community 20 miles

00:13:25.720 --> 00:13:28.440
over the ridge had done the exact same thing

00:13:28.440 --> 00:13:30.440
with a different rock formation. Because it didn't

00:13:30.440 --> 00:13:33.700
affect them. Exactly. It's only centuries later

00:13:33.700 --> 00:13:36.740
when we try to aggregate all of this highly localized

00:13:36.740 --> 00:13:40.179
organic information into a single centralized

00:13:40.179 --> 00:13:43.799
database like Wikipedia that these innocent local

00:13:43.799 --> 00:13:46.700
overlaps suddenly turn into massive systemic

00:13:46.700 --> 00:13:49.120
points of confusion. The system is trying to

00:13:49.120 --> 00:13:52.139
force a rigid structure onto a very fluid human

00:13:52.139 --> 00:13:54.620
history. That's exactly it. That is such a profound

00:13:54.620 --> 00:13:56.700
way to look at it. The map is just a collision

00:13:56.700 --> 00:13:59.340
of two completely different eras of human thought.

00:13:59.470 --> 00:14:01.429
It really is a collision. Now we have one more

00:14:01.429 --> 00:14:03.389
location to cover from our source, and this one

00:14:03.389 --> 00:14:05.289
involves looking for a way out of this trap.

00:14:05.769 --> 00:14:08.450
The escape route. We are moving away from current

00:14:08.450 --> 00:14:12.009
geographical overlaps to a historical resolution,

00:14:12.330 --> 00:14:14.929
because according to the text, one of these locations

00:14:14.929 --> 00:14:17.970
actually managed to escape this ontological nightmare

00:14:17.970 --> 00:14:21.549
entirely. Good for them. Right. The fourth entry

00:14:21.549 --> 00:14:23.929
on the page is for the Cerillos Hills, which

00:14:23.929 --> 00:14:26.769
the text associates with Cerillos Hills State

00:14:26.769 --> 00:14:29.799
Park. But the critical detail here is that these

00:14:29.799 --> 00:14:32.139
hills were formerly known as the Sierra de San

00:14:32.139 --> 00:14:35.080
Mateo. Now, if we connect this to the evolution

00:14:35.080 --> 00:14:37.399
of language and identity, this is perhaps the

00:14:37.399 --> 00:14:39.820
most fascinating entry on the page. I agree.

00:14:40.320 --> 00:14:43.279
Sierra is the Spanish word for a mountain range,

00:14:43.940 --> 00:14:46.899
specifically one with a jagged sawtoothed profile.

00:14:47.179 --> 00:14:50.240
Like a saw, yeah. Right. So historically, this

00:14:50.240 --> 00:14:52.960
fourth location shared the exact same root name

00:14:52.960 --> 00:14:55.360
as the others. just in its Spanish variation,

00:14:55.899 --> 00:14:57.899
the Sierra de San Mateo. So it was caught in

00:14:57.899 --> 00:15:01.379
the exact same disambiguation trap. It was. But

00:15:01.379 --> 00:15:04.559
over time, the name evolved. The landscape was

00:15:04.559 --> 00:15:07.059
rebranded to the Sirios Hills. They just changed

00:15:07.059 --> 00:15:09.659
it. Yeah. By completely shedding the San Mateo

00:15:09.659 --> 00:15:13.220
namesake, this specific geological feature effectively

00:15:13.220 --> 00:15:16.460
achieved semantic escape velocity. Semantic escape

00:15:16.460 --> 00:15:19.120
velocity. I love that. It just opted out of the

00:15:19.120 --> 00:15:21.419
database collision entirely. So what does this

00:15:21.419 --> 00:15:23.460
all mean? It means the Cerritos Hills pulled

00:15:23.460 --> 00:15:25.639
off the geographical equivalent of a massive

00:15:25.639 --> 00:15:28.659
corporate restructuring just to escape a trademark

00:15:28.659 --> 00:15:30.740
lawsuit. That's a very modern way to look at

00:15:30.740 --> 00:15:33.279
it. But yeah, they saw the chaos happening in

00:15:33.279 --> 00:15:36.500
Socorro, Cibola and McKinley counties. Everyone

00:15:36.500 --> 00:15:38.580
fighting over the right to use the San Mateo

00:15:38.580 --> 00:15:40.080
primary key. And they just threw their hands

00:15:40.080 --> 00:15:42.220
up and said, we're out. We are the Cerritos Hills

00:15:42.220 --> 00:15:45.440
now. They found a loophole. They completely rebranded,

00:15:45.460 --> 00:15:47.919
they got their own State Park identity, they

00:15:47.919 --> 00:15:49.879
stepped completely out of the shadow of the other

00:15:49.879 --> 00:15:53.320
San Mateers, and most importantly, they finally

00:15:53.320 --> 00:15:56.379
got a clean, dedicated Wikipedia page all to

00:15:56.379 --> 00:15:59.039
themselves. That's the real prize. Honestly,

00:15:59.240 --> 00:16:02.120
it is a brilliant strategy. It is a highly pragmatic

00:16:02.120 --> 00:16:05.799
solution to a deeply complex information problem.

00:16:06.559 --> 00:16:09.360
I mean... When disambiguation fails, when the

00:16:09.360 --> 00:16:11.480
geographical overlap becomes too dense for the

00:16:11.480 --> 00:16:13.980
system to gracefully manage, sometimes the only

00:16:13.980 --> 00:16:16.539
viable way out is a complete renaming. Start

00:16:16.539 --> 00:16:19.279
fresh. Right. It serves as a powerful reminder

00:16:19.279 --> 00:16:22.039
that the map is never a finished product. It's

00:16:22.039 --> 00:16:24.600
a living, breathing document that constantly

00:16:24.600 --> 00:16:27.759
shifts and adapts as human needs, migrations,

00:16:27.879 --> 00:16:30.200
and frustrations change. That makes total sense.

00:16:30.419 --> 00:16:32.340
The Surrealist Hills adapting their name is a

00:16:32.340 --> 00:16:34.360
perfect example of human intervention solving

00:16:34.360 --> 00:16:37.039
a cartographical crisis that a database alone

00:16:37.039 --> 00:16:39.259
could never resolve. It really is. It's like

00:16:39.259 --> 00:16:41.899
they successfully legally change their name just

00:16:41.899 --> 00:16:44.039
to get off a digital watch list. Basically, yeah.

00:16:44.519 --> 00:16:46.519
All right. Well, let's take a breath and do a

00:16:46.519 --> 00:16:49.480
quick satisfying recap of the journey we've just

00:16:49.480 --> 00:16:52.330
been on. Let's do it. We started by looking at

00:16:52.330 --> 00:16:55.289
a single, incredibly brief disambiguation page,

00:16:55.409 --> 00:16:58.889
and we ended up navigating a surprisingly dense,

00:16:59.049 --> 00:17:02.250
complex slice of New Mexico geography and database

00:17:02.250 --> 00:17:04.150
architecture. We covered a lot of ground. We

00:17:04.150 --> 00:17:06.930
really did. We have the San Mateo Mountains sitting

00:17:06.930 --> 00:17:09.990
neatly and obediently in Secora County. We have

00:17:09.990 --> 00:17:13.029
the rebellious San Mateo Mountains defying administrative

00:17:13.029 --> 00:17:15.789
logic by crossing the borders of Cibola and McKinley

00:17:15.789 --> 00:17:19.269
counties, relying on Mount Taylor as their identifying

00:17:19.269 --> 00:17:21.750
anchor. Right, the trouble. makers. Then we have

00:17:21.750 --> 00:17:24.589
the San Mateo Mesa creating a massive local headache

00:17:24.589 --> 00:17:27.170
right in the middle of McKinley County relying

00:17:27.170 --> 00:17:30.150
purely on its flat top shape to stand out. The

00:17:30.150 --> 00:17:32.990
table. Exactly. And finally we have the formerly

00:17:32.990 --> 00:17:36.410
named Sierra de San Mateo which brilliantly rebranded

00:17:36.410 --> 00:17:39.190
itself into the Cerillos Hills State Park to

00:17:39.190 --> 00:17:42.029
escape the madness altogether. It really is a

00:17:42.029 --> 00:17:45.079
remarkable amount of geographical complexity,

00:17:45.599 --> 00:17:48.460
historical psychology, and computer science distilled

00:17:48.460 --> 00:17:51.579
into a tiny handful of bullet points. It's so

00:17:51.579 --> 00:17:54.579
dense. It truly highlights how much silent heavy

00:17:54.579 --> 00:17:58.400
lifting of simple disambiguation page is doing

00:17:58.400 --> 00:18:01.259
behind the scenes every single day. I mean, it

00:18:01.259 --> 00:18:03.819
is the only thing keeping the chaos organized.

00:18:03.960 --> 00:18:06.259
It really is. But before we wrap up this deep

00:18:06.259 --> 00:18:09.859
dive, there is one final, almost haunting detail

00:18:09.859 --> 00:18:12.059
hiding at the very bottom of our source text.

00:18:12.599 --> 00:18:14.920
What's that? In the fine print, the footer of

00:18:14.920 --> 00:18:16.799
the page notes that this disambiguation page

00:18:16.799 --> 00:18:20.740
was last edited on September 11, 2011. Oh, wow.

00:18:21.160 --> 00:18:23.740
Yeah, let that sink in for a second. That page

00:18:23.740 --> 00:18:26.819
has sat untouched, frozen in digital amber for

00:18:26.819 --> 00:18:29.039
well over a decade. It is wild. I mean, in the

00:18:29.039 --> 00:18:30.779
context of the internet, where millions of edits

00:18:30.779 --> 00:18:33.079
happen daily, a decade is a staggering amount

00:18:33.079 --> 00:18:35.420
of time. It's an eternity. It implies a kind

00:18:35.420 --> 00:18:38.539
of finalized stasis, as if the map of this specific

00:18:38.539 --> 00:18:40.660
area has been permanently settled. But here's

00:18:40.660 --> 00:18:42.319
the provocative thought I want to leave you with.

00:18:42.319 --> 00:18:45.039
I'm ready. If that page has been serving as the

00:18:45.039 --> 00:18:47.819
ultimate digital traffic cop for over a decade

00:18:47.819 --> 00:18:50.980
without a single update, how many lost travelers

00:18:50.980 --> 00:18:53.119
have stumbled into the wrong New Mexico County

00:18:53.119 --> 00:18:55.359
since then? Probably more than a few. Right.

00:18:55.680 --> 00:18:58.420
How many people typed San Mateo into their phones,

00:18:59.019 --> 00:19:01.210
clicked the wrong link? and ended up staring

00:19:01.210 --> 00:19:03.890
at a flat mesa instead of the towering mountain

00:19:03.890 --> 00:19:06.990
peak they wanted. It happens. And even more tantalizing,

00:19:07.029 --> 00:19:09.690
it makes you wonder if, out there in the vast,

00:19:10.049 --> 00:19:12.130
expanding developments of the New Mexico desert,

00:19:12.609 --> 00:19:15.710
any new geological features, subdivisions, or

00:19:15.710 --> 00:19:19.170
parks have quietly been dubbed San Mateo in the

00:19:19.170 --> 00:19:21.549
years since 2011. Oh, almost certainly. Features

00:19:21.549 --> 00:19:24.029
that are just sitting out there, completely unlisted,

00:19:24.250 --> 00:19:26.369
just waiting to make the map even more complicated.

00:19:26.549 --> 00:19:28.789
Adding to the chaos. Exactly. So the next time

00:19:28.789 --> 00:19:31.460
you type a desti - into your map, hit go and

00:19:31.460 --> 00:19:33.940
hear that voice say calculating route, just remember

00:19:33.940 --> 00:19:36.980
you might only have a 25 % chance of ending up

00:19:36.980 --> 00:19:37.819
where you think you're going.
