Case Study: The Vanishing Father
- Julie Tonseth
- Oct 8
- 4 min read
How DNA Evidence Solved a 115-Year Family Mystery
The Mystery
Two first cousins came to me after years of researching their family tree together. They had hit an impenetrable brick wall with their great-grandfather, William "Palmer" Mitchell, born around 1881-1883.
They knew he had married Margaret Campbell in 1903 and fathered two children:
Ella (born 1904)
William Glen (born 1906)
But after 1906, Palmer simply vanished. A family photo from around 1908 showed his wife Maggie and the two children—but no Palmer. By 1909, Maggie had remarried, and according to family legend, she had Palmer declared dead.

The family legends said:
Palmer told his young son, "You're the man of the house now"
He died during an epidemic and was buried in an unknown mass grave
He had five brothers, including one named Floyd Ray who moved to California
Despite decades of genealogical research, no death record, obituary, or grave could be found. What really happened to Palmer Mitchell?
The Challenge
The cousins had DNA tested multiple family members, including "Aunt Nelda" (Palmer's granddaughter, now deceased). They had 20,000 DNA matches but couldn't identify which ones held the key to solving Palmer's disappearance.
Adding to the confusion, a DNA match named Jane claimed she remembered "Uncle" William Palmer Mitchell living with her family before moving to California. The clients theorized that Jane's father might actually be Palmer—but the DNA numbers didn't support this theory.
The Investigation Process
Step 1: Confirm the Biological Relationships
Before investigating Palmer's fate, I needed to verify that Nelda was indeed his biological granddaughter. Using DNA matches, I confirmed the genetic connection through multiple relatives who descended from Palmer's parents (Clement Mitchell and Sarah Palmer) through different children.
Step 2: Identify the Relevant DNA Matches
Out of 20,000 matches, I focused on three high-confidence matches that shared DNA only with the paternal (Mitchell) side:
"Jane Lawson" - 327cM match to Nelda
"MTM192" and "Dennis Maloney" (brothers) - 643cM and 511cM to Nelda
"Dennis Mayer" - 493cM to Nelda (matched both paternal and maternal sides, so set aside for now)
Step 3: Research the Family Trees
Jane's Tree: After building out her actual family tree (hers was incomplete), I discovered Jane was actually Beverly Mitchell. Her grandfather was Henry Clement Mitchell—Palmer's brother. She had indeed known an "Uncle Palmer," but it was a nephew of our Palmer, born 40+ years later with the same name. Her information was accurate, but about the wrong William Palmer Mitchell. (Look out for these traps with family names!)
The Maloney Brothers' Tree: Their tree showed their grandfather was Walter Mitchell, who died in 1959 in Montana. They had solid documentation: marriage certificates, newspaper articles, and obituaries linking him as the son of Clement Mitchell and Sarah Palmer—the same parents as our Palmer.
Walter's birthdate of 1883 was suspiciously close to Palmer's estimated birth year. But he had lived an entire documented life in Montana under a different first name.
Step 4: The DNA Numbers Tell a Story
Using DNA Painter tools, I analyzed the genetic distances:
Jane to Nelda: 327cM = first cousins once removed (expected for the relationship shown in genealogy)
MTM192 to Nelda: 643cM = first cousins once removed (but this was much higher than expected)
Dennis Maloney to Nelda: 511cM = first cousins once removed (also higher than expected)
The Maloney brothers shared significantly more DNA with Nelda than they should if they were merely first cousins once removed. There was no endogamy (intermarriage within the family) to explain this.

Then it clicked: The boys weren't sharing DNA with Nelda through a great-grandparent relationship. They were sharing DNA through a grandparent relationship. Their grandfather Walter, and Nelda's grandfather Palmer weren't brothers—they were the same person.
The Breakthrough
William Palmer Mitchell and Walter Mitchell were the same man.
The evidence:
Same parents (Clement Mitchell and Sarah Palmer)
Same approximate birth year (1881-1883)
Same birthplace (Brownsville, Texas)
Walter's life had no documentation before his 1912 marriage in Montana
The DNA numbers only made sense if Walter was Palmer's true identity
Both men's descendants shared the exact same DNA matches throughout the family
What Really Happened
Palmer didn't die in an epidemic. He didn't disappear into an unmarked grave.
Around 1906-1908, William Palmer Mitchell walked away from his family in Texas, traveled north, and reinvented himself as "Walter Mitchell" in Montana. By 1912, he had married Julia Melton under his new identity and built an entirely new life. He lived until 1959, raising three daughters who never knew their father had another family in Texas.
His wife Maggie, left alone with two young children, had him declared dead in 1909 so she could remarry and provide for her family.
The Impact
After over a century, the family finally had answers. Nelda's descendants connected with Walter's Montana family—newfound cousins who were shocked to learn about their grandfather's hidden past. The "missing" great-grandfather had been found, living under a slightly different name just a few states away.
The mystery that had frustrated family historians for decades was solved not through death records or census documents, but through the evidence written in their DNA.
Methodology Notes
This case demonstrates several key genetic genealogy techniques:
DNA match analysis using the Shared cM Project
Genetic network building to identify anomalies
The Leeds Method for organizing DNA matches by ancestral line
DNA Painter and WATO tools for relationship hypothesis testing
Timeline construction to test theories against documented events
Peer review with genetic genealogy colleagues
The key was recognizing that DNA relationships that seem "too close" are often telling you something important—in this case, that two supposedly separate individuals were actually one person living under two different names.
Names and some identifying details have been changed to protect client privacy. The genetic genealogy methodology and DNA evidence remain accurate to the actual case.
Are you stumped with a DNA match that doesn't make sense? Is the tale you were told about great-grandfather's origin not adding up? Give me a call!
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