MF
Mary Fulton — 1940 US Census Record
Linked across censuses1940 United States Federal Census · Armstrong-County, Pennsylvania
Our Model Tree links this Mary Fulton across the 1930 and 1940 US Censuses in Armstrong-County, Pennsylvania (XGBoost, ~Confirmed) — first a spouse (b.~1903), then head of a 7-person household.
Age 37
b. ~1903
Female
Spouse
Born: Penna
Married
1940 Census Record Details
| Census Year | 1940 |
| Location | Armstrong-County, Pennsylvania |
| Surname | Fulton |
| Given Name | Mary |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 37 |
| Marital Status | Married |
| Birthplace | Penna |
| 1935 Residence (City) | Kiskiminetas |
| 1935 Residence (County) | Armstrong |
| Additional Details | |
| Income (1939) | 0 |
| Highest Grade | No 8 |
| 1935 Residence | Same house |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | penna |
| Township / Ward | Kiskiminetas |
| Est. Birth Year | ~1903 |
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.
7 people recorded at the same address in the 1940 census.
| Name | Relation to head | Relative to Mary | Age | Birth yr |
|---|---|---|---|---|
| John Fulton | Head | — | 43 | ~1897 |
| Paul Fulton | Son | — | 9 | ~1931 |
| Mary Fulton | Spouse | — | 37 | ~1903 |
| James Fulton | Son | — | 6 | ~1934 |
| Genevieve Fulton | Daughter | — | 17 | ~1923 |
| Robert Fulton | Son | — | 12 | ~1928 |
| Hall Fulton | Son | — | 13 | ~1927 |
Census Appearances
1930
Armstrong, Pennsylvania
Other, age 27
Armstrong, Pennsylvania · implied b. ~1903 — 6 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Fulton |
| Given Name | Mary K. |
| Relationship to Head | Wife-H |
| Sex | F |
| Color / Race | White |
| Age | 27 |
| Marital Status | Married |
| Birthplace | Penna |
| Age at First Marriage | 16 |
| Father's Birthplace | Penna |
| Mother's Birthplace | Penna |
| Can Read/Write | Yes |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | penna |
1940
Armstrong-County, Pennsylvania
Spouse, age 37
Armstrong-County, Pennsylvania · implied b. ~1903 — 7 household members
| Surname | Fulton |
| Given Name | Mary |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 37 |
| Marital Status | Married |
| Birthplace | Penna |
| 1935 Residence (City) | Kiskiminetas |
| 1935 Residence (County) | Armstrong |
| Income (1939) | 0 |
| Highest Grade | No 8 |
| 1935 Residence | Same house |
| Birth State | Pennsylvania |
| Birth Country | United States |
| Birthplace (normalized) | penna |
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 Mary Fulton across 2 US Census years (1930 and 1940) in 2 locations, using XGBoost record linkage.
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This person
Anchor record
Mary Fulton
Spouse · 1940 · age 37 · b. ~1903 · Pennsylvania
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Confirmed / household (~0.90+)
Probable / derived (~0.65–0.89)
Candidate (<0.65, unverified)
Original Census Page
1940 US Federal Census — Armstrong-County, Pennsylvania
Open full size
1940 US Federal Census — Armstrong-County, Pennsylvania
Page Contents
40 people indexed on this census page (nara:1940:m-t0627-03423-00280)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 41 | Margaret Neilson | 29 | Wife | — | Ohio |
| 42 | James Neilson | 12 | Son | — | Ohio |
| 43 | Arthur Neilson | 9 | Son | — | Penna |
| 44 | Richard Neilson | 7 | Son | — | Penna |
| 45 | Delores Neilson | 5 | Daughter | — | Penna |
| 46 | Harold Neilson | 1 | Son | — | Penna |
| 47 | John Fulton | 43 | Head | Catcher | Penna |
| 48 | Mary Fulton THIS PERSON | 37 | Wife | — | Penna |
| 49 | Genevieve Fulton | 17 | Daughter | — | Penna |
| 50 | Hall Fulton | 13 | Son | — | Penna |
| 51 | Robert Fulton | 12 | Son | — | Penna |
| 52 | Paul Fulton | 9 | Son | — | Penna |
| 53 | James Fulton | 6 | Son | — | Penna |
| 54 | Harold Beaty | 30 | Head | Iron Worker | Penna |
| 55 | Ida Beaty | 25 | Wife | — | Penna |
| 56 | Margaret Beaty | 4 | Daughter | — | Penna |
| 57 | William Beaty | 2 | Son | — | Penna |
| 58 | Ronald Benty | 34 | Head | Line Man | Penna |
| 59 | Emma Benty | 28 | Wife | — | Penna |
| 60 | Bernice Benty | 2 | Daughter | — | Penna |
| 61 | Harry Heffner | 37 | Head | Ground Man | Penna |
| 62 | Margaret Heffner | 37 | Wife | — | Penna |
| 63 | Leure Heffner | 16 | Daughter | — | Penna |
| 64 | Harry Heffner | 11 | Son | — | Penna |
| 65 | William Bracken | 25 | Head | Feeder | Penna |
| 66 | Eileen Bracken | 26 | Wife | Teacher | Penna |
| 67 | Bert Heath | 32 | Head | Helper | Penna |
| 68 | Madeline Heath | 26 | Wife | — | Penna |
| 69 | Patricia Heath | 4 | Daughter | — | Penna |
| 70 | George M. Johnston | 64 | Head | — | Penna |
| 71 | Mary A. Johnston | 62 | Wife | — | Penna |
| 72 | Grace | 37 | Daughter | Grade Teacher | Penna |
| 73 | William R. | 30 | Son | Helper | Penna |
| 74 | Virginia June | 27 | Daughter | — | Penna |
| 75 | Marjorie Beitel | 30 | Head | — | Penna |
| 76 | Margaret Beitel | 10 | Daughter | — | Penna |
| 77 | Charles Burford | 62 | Father | Laborer | Penna |
| 78 | Charles Hodge | 15 | Nephew | — | Penna |
| 79 | Robert Kiskie | 23 | Head | Matcher | Penna |
| 80 | Goldie Kiskie | 22 | Wife | — | Penna |
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)