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Emma Murphy — 1910 US Census Record
Linked across censuses1910 United States Federal Census · Miller, Arkansas
Our Model Tree links this Emma Murphy across the 1900 and 1910 US Censuses in Miller, Arkansas (XGBoost, ~Confirmed) — first a spouse (b.~1874), then head of a 7-person household.
Age 36
b. ~1874
Female
Spouse
Born: Arkansas
Married
1910 Census Record Details
| Census Year | 1910 |
| Location | Miller, Arkansas |
| Surname | Murphy |
| Given Name | Emma |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 36 |
| Marital Status | Married |
| Birthplace | Arkansas |
| Years Married | 17 |
| Children Born | 6 |
| Children Living | 5 |
| Father's Birthplace | Arkansas |
| Mother's Birthplace | Tennessee |
| Additional Details | |
| Birth State | Arkansas |
| Birth Country | United States |
| Birthplace (normalized) | arkansas |
| Township / Ward | Red River Township |
| Est. Birth Year | ~1874 |
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 1910 census.
| Name | Relation to head | Relative to Emma | Age | Birth yr |
|---|---|---|---|---|
| Mary Murphy | Daughter | — | 1 | ~1909 |
| Jim Murphy | Son | — | 6 | ~1904 |
| George Murphy | Son | — | 15 | ~1895 |
| E Murphy | Head | — | 48 | ~1862 |
| Alex Murphy | Son | — | 16 | ~1894 |
| Emma Murphy | Spouse | — | 36 | ~1874 |
| Robert Murphy | Son | — | 4 | ~1906 |
Census Appearances
1900
Miller, Arkansas
Spouse, age 25
Miller, Arkansas · implied b. ~1875 — 3 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Murphy |
| Given Name | Emma |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | Black |
| Age | 25 |
| Marital Status | Married |
| Birthplace | Arkansas |
| Birth Month | Nov |
| Birth Year | 1875 |
| Father's Birthplace | Arkansas |
| Mother's Birthplace | Arkansas |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Arkansas |
| Birth Country | United States |
| Birthplace (normalized) | arkansas |
1910
Miller, Arkansas
Spouse, age 36
Miller, Arkansas · implied b. ~1874 — 7 household members
| Surname | Murphy |
| Given Name | Emma |
| Relationship to Head | Wife |
| Sex | F |
| Color / Race | White |
| Age | 36 |
| Marital Status | Married |
| Birthplace | Arkansas |
| Years Married | 17 |
| Children Born | 6 |
| Children Living | 5 |
| Father's Birthplace | Arkansas |
| Mother's Birthplace | Tennessee |
| Birth State | Arkansas |
| Birth Country | United States |
| Birthplace (normalized) | arkansas |
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 Emma Murphy across 2 US Census years (1900 and 1910) in Miller, Arkansas, using XGBoost record linkage.
Show:
This person
Anchor record
Emma Murphy
Spouse · 1910 · age 36 · b. ~1874 · Arkansas
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Confirmed / household (~0.90+)
Probable / derived (~0.65–0.89)
Candidate (<0.65, unverified)
Original Census Page
1910 US Federal Census — Miller, Arkansas
Open full size
1910 US Federal Census — Miller, Arkansas
Page Contents
14 people indexed on this census page (ia:1910:13thcensus1910po0057unit:0991)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 1 | Tom Wright | 64 | Head | Farmer | Alabama |
| 2 | Martha Wright | 65 | Wife | — | Georgia |
| 3 | Tom H Cumpress | 61 | Head | Farmer | Arkansas |
| 4 | Ellen Cumpress | 50 | Wife | — | Arkansas |
| 5 | Cathron Murphy | 19 | Step son | — | Arkansas |
| 6 | Jessie Murphy | 13 | Step daughter | — | Arkansas |
| 7 | Bain Murphy | 18 | Boarder | Laborer | Arkansas |
| 8 | E. S. Murphy | 48 | Head | Farmer | Arkansas |
| 9 | Emma Murphy THIS PERSON | 36 | Wife | — | Arkansas |
| 10 | Alex Murphy | 16 | Son | — | Arkansas |
| 11 | George Murphy | 15 | Son | — | Arkansas |
| 12 | Jim Murphy | 6 | Son | — | Arkansas |
| 13 | Robert Murphy | 4 | Son | — | Arkansas |
| 14 | Mary Murphy | 1 | Daughter | — | Arkansas |
About This Record & Model Tree
This record was independently indexed by YourRoots from the 1910 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)