AP
Annie Pruitt — 1920 US Census Record
Linked across censuses1920 United States Federal Census · Muhlenberg, Kentucky
Our Model Tree links this Annie Pruitt across the 1910 and 1920 US Censuses in Muhlenberg, Kentucky (XGBoost, ~Confirmed) — first a daughter (b.~1904), then head of a 8-person household.
Age 16
b. ~1904
Female
Daughter
Born: Kentucky
Single
1920 Census Record Details
| Census Year | 1920 |
| Location | Muhlenberg, Kentucky |
| Surname | Pruitt |
| Given Name | Annie |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 16 |
| Marital Status | Single |
| Birthplace | Kentucky |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Additional Details | |
| Occupation | Laborer |
| Industry | Home farm |
| Class of Worker | W |
| Can Read | No |
| Can Write | No |
| Speaks English | Yes |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
| Occupation | Laborer |
| Township / Ward | Const House District 4 |
| Est. Birth Year | ~1904 |
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.
8 people recorded at the same address in the 1920 census.
| Name | Relation to head | Relative to Annie | Age | Birth yr |
|---|---|---|---|---|
| Annie Pruitt | Daughter | — | 16 | ~1904 |
| Vaughn Pruitt | Daughter | — | 4 | ~1916 |
| Mabel Pruitt | Daughter | — | 2 | ~1918 |
| Almeta Pruitt | Daughter | — | 11 | ~1909 |
| Richard Pruitt | Head | — | 47 | ~1873 |
| Alvin Pruitt | Son | — | 9 | ~1911 |
| Dee Pruitt | Son | — | 18 | ~1902 |
| Ruby Pruitt | Spouse | — | 36 | ~1884 |
Census Appearances
1910
Muhlenberg, Kentucky
Daughter, age 7
Muhlenberg, Kentucky · implied b. ~1903 — 11 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Pruitt |
| Given Name | Annie |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 7 |
| Marital Status | Single |
| Birthplace | Kentucky |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
1920
Muhlenberg, Kentucky
Daughter, age 16
Muhlenberg, Kentucky · implied b. ~1904 — 8 household members
| Surname | Pruitt |
| Given Name | Annie |
| Relationship to Head | Daughter |
| Sex | F |
| Color / Race | White |
| Age | 16 |
| Marital Status | Single |
| Birthplace | Kentucky |
| Father's Birthplace | Kentucky |
| Mother's Birthplace | Kentucky |
| Occupation | Laborer |
| Industry | Home farm |
| Class of Worker | W |
| Can Read | No |
| Can Write | No |
| Speaks English | Yes |
| Birth State | Kentucky |
| Birth Country | United States |
| Birthplace (normalized) | kentucky |
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 Annie Pruitt across 2 US Census years (1910 and 1920) in Muhlenberg, Kentucky, using XGBoost record linkage.
Show:
This person
Anchor record
Annie Pruitt
Daughter · 1920 · age 16 · b. ~1904 · Kentucky
★ You are viewing this record
Sibling
Vaughn Pruitt
Sibling · 1920 · age 4
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Mabel Pruitt
Sibling · 1920 · age 2
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Almeta Pruitt
Sibling · 1920 · age 11
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Dee Pruitt
Sibling · 1920 · age 18
Source co-child of head (derived)
● Co-child · derived · ~0.88
Sibling
Alvin Pruitt
Sibling · 1920 · age 9
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
1920 US Federal Census — Muhlenberg, Kentucky
Open full size
1920 US Federal Census — Muhlenberg, Kentucky
Page Contents
48 people indexed on this census page (ia:1920:14thcensusofpopu593unit:0345)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 53 | Richard Pruitt | 47 | Head | Farmer | Kentucky |
| 54 | Ruby Pruitt | 36 | Wife | None | Kentucky |
| 55 | Dee Pruitt | 18 | Son | Laborer | Kentucky |
| 56 | Annie Pruitt THIS PERSON | 16 | Daughter | Laborer | Kentucky |
| 57 | Almeta Pruitt | 11 | Daughter | — | Kentucky |
| 58 | Alvin Pruitt | 9 | Son | — | Kentucky |
| 59 | Vaughn Pruitt | 4 | Daughter | — | Kentucky |
| 60 | Mabel Pruitt | 2 | Daughter | — | Kentucky |
| 61 | Henley Tyson | 28 | Head | Farmer | Kentucky |
| 62 | Alice Tyson | 25 | Wife | None | Kentucky |
| 63 | Russell Tyson | 7 | Son | — | Kentucky |
| 64 | Joyce Tyson | 5 | Daughter | — | Kentucky |
| 65 | Earl Tyson | 2 | Son | — | Kentucky |
| 66 | Luther Whitmer | 42 | Head | Farmer | Kentucky |
| 67 | May Whitmer | 31 | Wife | None | Kentucky |
| 68 | Irene Whitmer | 14 | Daughter | None | Kentucky |
| 69 | Courtland Whitmer | 13 | Son | Laborer | Kentucky |
| 70 | Almeta Whitmer | 12 | Daughter | None | Kentucky |
| 71 | Howard Whitmer | 11 | Son | None | Kentucky |
| 72 | William Walker | 49 | Head | Farmer | Kentucky |
| 73 | Ida Walker | 37 | Wife | None | Kentucky |
| 74 | Ruth Walker | 17 | Daughter | None | Kentucky |
| 75 | Mary Walker | 12 | Daughter | None | Kentucky |
| 76 | Blanche Walker | 7 | Daughter | — | Kentucky |
| 77 | William Jr. Walker | 5 | Son | — | Kentucky |
| 78 | Jesse Vincent | 60 | Head | Farmer | Kentucky |
| 79 | Louisa Vincent | 53 | Wife | None | Kentucky |
| 80 | Harry Vincent | 16 | Son | Laborer | Kentucky |
| 81 | Kent Vincent | 13 | Son | Laborer | Kentucky |
| 82 | Wheeler Vincent | 11 | Son | None | Kentucky |
| 83 | Alice Vincent | 8 | Son | None | Kentucky |
| 84 | Ira Vincent | 28 | Head | Farmer | Kentucky |
| 85 | Ollie Vincent | 19 | Wife | None | Kentucky |
| 86 | Sam C. Bobbitt | 47 | Head | Farmer | Kentucky |
| 87 | Alice Bobbitt | 45 | Wife | None | Kentucky |
| 88 | Ora Bobbitt | 17 | Daughter | None | Kentucky |
| 89 | John Bobbitt | 62 | Brother | Laborer | Kentucky |
| 90 | Will Ragon | 48 | Head | Farmer | Kentucky |
| 91 | Atha Ragon | 37 | Wife | None | Kentucky |
| 92 | Raymond Ragon | 17 | Son | Laborer | Kentucky |
| 93 | Ruby Ragon | 15 | Daughter | None | Kentucky |
| 94 | Wesley Ragon | 13 | Son | Laborer | Kentucky |
| 95 | Garnet Ragon | 11 | Daughter | None | Kentucky |
| 96 | Evelyne Ragon | 9 | Daughter | None | Kentucky |
| 97 | Georgia Ragon | 6 | Daughter | None | Kentucky |
| 98 | Selma Ragon | 4 | Son | None | Kentucky |
| 99 | Fraze Miller | 39 | Head | Farmer | Kentucky |
| 100 | Lottie Miller | 34 | Wife | None | Kentucky |
About This Record & Model Tree
This record was independently indexed by YourRoots from the 1920 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)