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Stanley Miller — 1940 US Census Record
Model Tree available1940 United States Federal Census · Lehigh-County, Pennsylvania
Our Model Tree links this Stanley Miller across the 1920, 1930 and 1940 US Censuses in Lehigh-County, Pennsylvania (XGBoost, ~Confirmed), with identified parents Elmer & Palmer — first a head (b.~1915), then head of a 5-person household.
Age 25
b. ~1915
Male
Head
Born: Pennsylvania
Married
1940 Census Record Details
| Census Year | 1940 |
| Location | Lehigh-County, Pennsylvania |
| Surname | Miller |
| Given Name | Stanley |
| Relationship to Head | Head |
| Sex | M |
| Color / Race | White |
| Age | 25 |
| Marital Status | Married |
| Birthplace | Pennsylvania |
| 1935 Residence (City) | Allentown City |
| 1935 Residence (County) | Lehigh |
| Additional Details | |
| Occupation | Handy Man |
| Industry | Street |
| Class of Worker | PW |
| Hours Worked | 40 |
| Income (1939) | 200 |
| Highest Grade | H-4 |
| 1935 Residence | Same Place |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
| Occupation | Handy Man |
| Township / Ward | Allentown City |
| Est. Birth Year | ~1915 |
Household Members
Census records only state relationship to the household head.
Pairwise kinship is derived (~90–95% accurate), not recorded.
Step/blended families and boarders can break it.
5 people recorded at the same address in the 1940 census.
| Name | Relation to head | Relative to Stanley | Age | Birth yr |
|---|---|---|---|---|
| Alfred Miller | Son | — | 15 | ~1925 |
| Marie Miller | Spouse | — | 27 | ~1913 |
| Stella Miller | Other | — | 52 | ~1888 |
| Carol Miller | Son | — | 5 | ~1935 |
| Stanley Miller | Head | — | 25 | ~1915 |
Census Appearances
1920
Lehigh, Pennsylvania
Son, age 4
Lehigh, Pennsylvania · implied b. ~1916 — 6 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Stanley |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 4 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| Father's Birthplace | Pennsylvania |
| Mother's Birthplace | Pennsylvania |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
1930
Lehigh, Pennsylvania
Son, age 15
Lehigh, Pennsylvania · implied b. ~1915 — 4 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Stanley |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 15 |
| Marital Status | Single |
| Birthplace | Pennsylvania |
| Father's Birthplace | Pennsylvania |
| Mother's Birthplace | Pennsylvania |
| Can Read/Write | Yes |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
1940
Lehigh-County, Pennsylvania
Head, age 25
Lehigh-County, Pennsylvania · implied b. ~1915 — 5 household members
| Surname | Miller |
| Given Name | Stanley |
| Relationship to Head | Head |
| Sex | M |
| Color / Race | White |
| Age | 25 |
| Marital Status | Married |
| Birthplace | Pennsylvania |
| 1935 Residence (City) | Allentown City |
| 1935 Residence (County) | Lehigh |
| Occupation | Handy Man |
| Industry | Street |
| Class of Worker | PW |
| Hours Worked | 40 |
| Income (1939) | 200 |
| Highest Grade | H-4 |
| 1935 Residence | Same Place |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | pennsylvania |
Model Tree
An inferred pedigree reconstructed from census links — up to 4 generations within the 1900–1950 window. Closer generations are built from household co-residence; deeper ones are bridged by following a relative to their own childhood census. Confidence compounds and weakens with each generation.
Our Model Tree links Stanley Miller across 3 US Census years (1920, 1930 and 1940) in 2 locations, using XGBoost record linkage. Identified parents: father Elmer Miller (~0.92 confidence) and father Palmer Miller (~0.92 confidence) and mother Estella Miller (~0.92 confidence) and mother Stella Miller (~0.92 confidence). The pedigree spans 1 generation with 4 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Father
Elmer Miller
b. ~1887
Source father
● Household
· direct · ~0.92
Father
Palmer Miller
b. ~1888
Source father
● Household
· direct · ~0.92
Mother
Estella Miller
b. ~1888
Source mother
● Household
· direct · ~0.92
Mother
Stella Miller
b. ~1888
Source mother
● Household
· direct · ~0.92
This person
Anchor record
Stanley Miller
Head · 1940 · age 25 · b. ~1915 · Pennsylvania
★ You are viewing this record
Confirmed / household (~0.90+)
Probable / derived (~0.65–0.89)
Candidate (<0.65, unverified)
Original Census Page
1940 US Federal Census — Lehigh-County, Pennsylvania
Open full size
1940 US Federal Census — Lehigh-County, Pennsylvania
Page Contents
39 people indexed on this census page (nara:1940:m-t0627-03545-00131)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Stanley Miller THIS PERSON | 25 | Head | Handy Man | Pennsylvania |
| 2 | Marie Miller | 27 | Wife | Operator | Pennsylvania |
| 3 | Carol Miller | 5 | Son | — | Pennsylvania |
| 4 | Stella Miller | 52 | Mother | — | Pennsylvania |
| 5 | Alfred Miller | 15 | Son | — | Pennsylvania |
| 6 | Chas. Richards | 49 | Head | Finisher | Pennsylvania |
| 7 | Florence Richards | 42 | Wife | — | Pennsylvania |
| 8 | Myron Richards | 15 | Son | — | Pennsylvania |
| 9 | Manly Richards | 12 | Son | — | Pennsylvania |
| 10 | Clarke J. Richards | 11 | Daughter | — | Pennsylvania |
| 11 | Leon R. Richards | 7 | Son | — | Pennsylvania |
| 12 | John Liptock | 47 | Head | Receiving Clerk | Pennsylvania |
| 13 | Mary Liptock | 47 | Wife | — | Pennsylvania |
| 14 | Marilyn Liptock | 26 | Daughter | Waitress | Pennsylvania |
| 15 | Richard Liptock | 25 | Son | Mixologist | Pennsylvania |
| 16 | J. Michael Liptock | 4 | Grandson | — | Pennsylvania |
| 17 | Patricia Liptock | 2 | Granddaughter | — | Pennsylvania |
| 18 | Constantine Roth | 67 | Head | Helper (Wood) | Pennsylvania |
| 19 | Meda E. Roth | 65 | Wife | — | Pennsylvania |
| 20 | Kenneth Roth | 37 | Daughter | Clerk | Pennsylvania |
| 21 | Myrtle Roth | 22 | Daughter | — | Pennsylvania |
| 22 | Leo Robt. Roth | 12 | Grandson | — | Pennsylvania |
| 23 | Howard R. Wolf | 33 | Head | Laborer | Pennsylvania |
| 24 | Laura Wolf | 33 | Wife | — | Pennsylvania |
| 25 | Edna C. Wolf | 13 | Daughter | — | Pennsylvania |
| 26 | Phyllis Wolf | 4 | Daughter | — | Pennsylvania |
| 27 | George Marsden | 27 | Head | Laborer | Pennsylvania |
| 28 | Ruth Marsden | 27 | Wife | — | Pennsylvania |
| 29 | Cynthia R. Marsden | 4 | Daughter | — | Pennsylvania |
| 30 | Anthony Finizza | 42 | Head | Shoe Shiner | Italy |
| 31 | Emma Finizza | 30 | Wife | — | Austria |
| 32 | Yvonne Finizza | 15 | Daughter | — | Pennsylvania |
| 33 | Anna Finizza | 7 | Daughter | — | Pennsylvania |
| 34 | Ray Ethenhold | 47 | Head | Salesman | Pennsylvania |
| 35 | Elda M. Ethenhold | 44 | Wife | — | Pennsylvania |
| 36 | Ray Jr. Ethenhold | 23 | Son | Plater | Pennsylvania |
| 37 | Wm. Ethenhold | 20 | Son | Usher | Pennsylvania |
| 38 | Marjorie Ethenhold | 11 | Daughter | — | Pennsylvania |
| 39 | Catharine Ethenhold | 8 | Daughter | — | Pennsylvania |
Pedigree Summary
Stanley
Gen 1 · 4 parents
~0.92
Max depth 4 (1900–1950 window)
About This Record & Model Tree
This record was independently indexed by YourRoots from the 1940 United States Federal Census (NARA). Our Model Tree links this person across census decades using XGBoost-based record linkage, with per-link confidence scores. Household corroboration strengthens the signal when co-residents appear on the same census pages in multiple years.
Source: National Archives and Records Administration (NARA)