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Going to tell me what happened, and you're going to dance around the issue and tell three different stories, what are you hiding? >> reporter: investigators, wondering the same thing, tried to find answers in the evidence. on a laptop, they found hits for match.com just days before the murder. so somebody had been visiting the site at least. >> that would have been our suspicion. >> reporter: well, it's got to be either pam or ralph? >> right. >> reporter: and then they found ralph's real life mistress. yes, he had one. and she said they carried on for most of the time he was married to pam. s...

Sell. >> reporter: so, no surprise, said the world journal's eric mullens, the invasion and killing at the candelario's place was a very big deal for the weekly paper and for the whole town. >> we didn't know who was out there. >> reporter: people like the candelario's neighbors dena and mark. >> i was afraid. i didn't even want to go to my paint class that i do in the evening, because i was afraid to be out. >> reporter: a lot of people got guns. >> a lot of neighbors told me, i went out and got a gun, you know? i want to protect myself. >> reporter: everybody knew the candelarios had a nice ...

Everything was fine and she said, this is it. i'm done. >> reporter: what did that feel like? >> oh, it was a crush. you were crushed. >> reporter: what happened? no one knew. except that now these two had one more thing in common, both products of broken homes. the wedding day approached, just a few days to go, when shannon's mother pam and aaron's dad ralph invited the bride and groom-to-be for dinner and a talk. ralph was every bit as devout a believer as pam, so some premarital guidance perhaps? oh, no. nothing like that. >> they told us, we ran off. we eloped and got married. >> reporter:...

Painstaking police work before investigators finally had enough evidence to arrest ralph candelario for the murder of his wife pam, but they'd have to find him first.y ralph was on vacation or maybe on the run. >> i initiated some phone callsm with ralph so that we could try to track him down. >> they tracked his cell phone and caught up with him. >> driver, get your hands in the air. >> in northern california. >> walk back to the sound of my voice.pam' back to me.en >> you all right? >> yeah. >> charged him with first degrew >> charged him with first degrew murder. pam's daughters were reliev...

Keith morrison: 7:00 am january 16th, 2014, a cold mning 7:00 a.m., january 16th, 2014. a cold morning in walsenburg, colorado. >> 911, where is your emergency? >> reporter: ralph and pam candelario's neighbor had been on her way to work. >> we need an ambulance. >> reporter: fahry trujillo had never encountered anything like this before. >> i looked over, and he was saying, help me, help me. >> reporter: ralph was on the ground in front of his house hurt. >> i got to him and asked him if he needed help. and he seemed to be kind of out of it. >> reporter: finally, ralph managed to get the wo...