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Gladys Miller — 1940 US Census Record
Model Tree available1940 United States Federal Census · Orange-County, Virginia
Our Model Tree links this Gladys Miller across the 1920, 1930 and 1940 US Censuses in Orange-County, Virginia (XGBoost, ~Confirmed), with identified parents Walker & Walter — first a daughter (b.~1920), then head of a 11-person household.
Age 20
b. ~1920
Female
Daughter
Born: Virginia
Single
1940 Census Record Details
| Census Year | 1940 |
| Location | Orange-County, Virginia |
| Surname | Miller |
| Given Name | Gladys E. |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 20 |
| Marital Status | Single |
| Birthplace | Virginia |
| 1935 Residence (City) | Gordon Mag. |
| 1935 Residence (County) | Orange |
| Additional Details | |
| Income (1939) | 0 |
| Highest Grade | H 4 |
| 1935 Residence | Same place |
| Birth State | Virginia |
| Birth Country | United States |
| Birthplace (normalized) | virginia |
| Township / Ward | Gordon Mag |
| Est. Birth Year | ~1920 |
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.
11 people recorded at the same address in the 1940 census.
| Name | Relation to head | Relative to Gladys | Age | Birth yr |
|---|---|---|---|---|
| Gladys Miller | Daughter | — | 20 | ~1920 |
| Mary Miller | Daughter | — | 24 | ~1916 |
| L Miller | Daughter | — | 22 | ~1918 |
| Walter Miller | Head | — | 57 | ~1883 |
| Barbara Miller | Other | — | 5 | ~1935 |
| Myrtle Miller | Other | — | 25 | ~1915 |
| Daniel Miller | Other | — | 2 | ~1938 |
| Ralph Miller | Son | — | 29 | ~1911 |
| Don Miller | Son | — | 27 | ~1913 |
| Hugh Miller | Son | — | 33 | ~1907 |
| Mattie Miller | Spouse | — | 55 | ~1885 |
Census Appearances
1920
Orange, Virginia
Daughter, age
Orange, Virginia · implied b. ~1920 — 10 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Gladys E |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 0 |
| Marital Status | Single |
| Birthplace | Virginia |
| Father's Birthplace | Virginia |
| Mother's Birthplace | Virginia |
| Birth State | Virginia |
| Birth Country | United States |
| Birthplace (normalized) | virginia |
1930
Orange, Virginia
Daughter, age 10
Orange, Virginia · implied b. ~1920 — 9 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Gladys E |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 10 |
| Marital Status | Single |
| Birthplace | Virginia |
| Father's Birthplace | Virginia |
| Mother's Birthplace | Virginia |
| Can Read/Write | Yes |
| Birth State | Virginia |
| Birth Country | United States |
| Birthplace (normalized) | virginia |
1940
Orange-County, Virginia
Daughter, age 20
Orange-County, Virginia · implied b. ~1920 — 11 household members
| Surname | Miller |
| Given Name | Gladys E. |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 20 |
| Marital Status | Single |
| Birthplace | Virginia |
| 1935 Residence (City) | Gordon Mag. |
| 1935 Residence (County) | Orange |
| Income (1939) | 0 |
| Highest Grade | H 4 |
| 1935 Residence | Same place |
| Birth State | Virginia |
| Birth Country | United States |
| Birthplace (normalized) | virginia |
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 Gladys Miller across 3 US Census years (1920, 1930 and 1940) in 2 locations, using XGBoost record linkage. Identified parents: father Walker Miller (~0.92 confidence) and father Walter Miller (~0.92 confidence) and mother Mattie Miller (~0.92 confidence) and father Walter Miller (~0.92 confidence) and mother Mattie Miller (~0.92 confidence) and mother Mattie Miller (~0.92 confidence). The pedigree spans 1 generation with 6 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Father
Walker Miller
b. ~1873
Source father
● Household
· direct · ~0.92
Father
Walter Miller
b. ~1873
Source father
● Household
· direct · ~0.92
Mother
Mattie Miller
b. ~1879
Source mother
● Household
· direct · ~0.92
Father
Walter Miller
b. ~1883
Source father
● Household
· direct · ~0.92
Mother
Mattie Miller
b. ~1884
Source mother
● Household
· direct · ~0.92
Mother
Mattie Miller
b. ~1885
Source mother
● Household
· direct · ~0.92
This person
Anchor record
Gladys Miller
Daughter · 1940 · age 20 · b. ~1920 · Virginia
★ You are viewing this record
Sibling
Don Miller
Sibling · 1940 · age 27
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Hugh Miller
Sibling · 1940 · age 33
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Mary Miller
Sibling · 1940 · age 24
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
L Miller
Sibling · 1940 · age 22
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Ralph Miller
Sibling · 1940 · age 29
Source co-child of head (derived)
● Co-child · derived · ~0.88
Confirmed / household (~0.90+)
Probable / derived (~0.65–0.89)
Candidate (<0.65, unverified)
Original Census Page
1940 US Federal Census — Orange-County, Virginia
Open full size
1940 US Federal Census — Orange-County, Virginia
Page Contents
39 people indexed on this census page (nara:1940:m-t0627-04281-00535)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Pete Dinking | 22 | Hired hand | Laborer | Virginia |
| 2 | Mack H. Pannill | 40 | Head | Farmer | Virginia |
| 3 | Jennie W. Pannill | 42 | Wife | — | Virginia |
| 4 | T. H. Pannill | 4 | Son | — | Virginia |
| 5 | Thomas King | 19 | Hired hand | Laborer | Virginia |
| 6 | Chas. C. Hume | 50 | Head | Salesman | Virginia |
| 7 | Carrie C. Hume | 48 | Wife | — | Virginia |
| 8 | Ruth A. Hume | 18 | Daughter | — | Virginia |
| 9 | Martha E. Hume | 81 | Mother | — | Virginia |
| 10 | Laura Pullin | 21 | Niece | — | Virginia |
| 11 | Elizabeth C. Davis | 50 | Head | — | Virginia |
| 12 | Dottie D. Davis | 20 | Daughter | — | Virginia |
| 13 | Liana C. Davis | 16 | Daughter | — | Virginia |
| 14 | Carrol C. Davis | 15 | Daughter | — | Virginia |
| 15 | J. Raymond Davis | 35 | Head | Laborer | Virginia |
| 16 | Hester Davis | 30 | Wife | — | Virginia |
| 17 | Lottie F. Davis | 11 | Daughter | — | Virginia |
| 18 | J. Raymond Jr. Davis | 10 | Son | — | Virginia |
| 19 | Walter S. Miller | 57 | Head | Farmer | Virginia |
| 20 | Mattie D. Miller | 55 | Wife | — | Virginia |
| 21 | Ralph L. Miller | 29 | Son | Farmer | Virginia |
| 22 | Don S. Miller | 27 | Son | Farmer | Virginia |
| 23 | Mary A. Miller | 24 | Daughter | — | Virginia |
| 24 | L. Gertrude Miller | 22 | Daughter | — | Virginia |
| 25 | Gladys E. Miller THIS PERSON | 20 | Daughter | — | Virginia |
| 26 | Hugh T. Miller | 33 | Son | Mail Carrier | Virginia |
| 27 | Myrtle S. Miller | 25 | Daughter-in-law | — | Virginia |
| 28 | Barbara Anne Miller | 5 | Granddaughter | — | Virginia |
| 29 | Daniel B. Miller | 2 | Grandson | — | Virginia |
| 30 | William H. Chrysler | 47 | Head | Farmer | Virginia |
| 31 | Mae D. Chrysler | 44 | Wife | — | Virginia |
| 32 | James W. Chrysler | 23 | Son | Attendant | Virginia |
| 33 | Virginia Chrysler | 20 | Daughter | — | Virginia |
| 34 | Gladys Chrysler | 17 | Daughter | — | Virginia |
| 35 | Ernest Halsmer | 30 | Head | Laborer | Virginia |
| 36 | Edmonia Halsmer | 25 | Wife | — | Virginia |
| 37 | Ernest Jr. Halsmer | 5 | Son | — | Virginia |
| 38 | Edna Halsmer | 4 | Daughter | — | Virginia |
| 39 | Charles Halsmer | 35 | Brother | Laborer | Virginia |
Pedigree Summary
Gladys + 5 siblings
Gen 1 · 6 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)