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Uhles","given":"elizabeth","given_tokens":["elizabeth","dickerson"],"gender":"Female","birth_year":1844,"birth_place":"Tennessee, United States","death_year":1924,"parent_ids":["Glasgow-2476","Hughes-28882"],"html_url":"/people/glasgow-2079.html"},"third_dated_son":{"id":"Glasgow-2488","name":"James W Glasgow","given":"james","given_tokens":["james","w"],"gender":"Male","birth_year":1849,"birth_place":"Tennessee, United States","death_year":1936,"parent_ids":["Glasgow-2476","Hughes-28882"],"html_url":"/people/glasgow-2488.html"},"third_dated_daughter":{"id":"Glasgow-2487","name":"Hettie J Glasgow","given":"hettie","given_tokens":["hettie","j"],"gender":"Female","birth_year":1847,"birth_place":"Tennessee, United States","death_year":null,"parent_ids":["Glasgow-2476","Hughes-28882"],"html_url":"/people/glasgow-2487.html"},"naming_controls":{"matches":0,"mismatches":2,"factor":0.8,"details":["third son/father does not match (James W Glasgow)","third daughter/mother does not match (Hettie J Glasgow)"]},"candidates":[{"id":"Glasgow-2070","name":"John Glasgow","catalogue_id":"glasgow-2070","html_url":"/people/glasgow-2070.html","birth_year":1785,"death_year":1830,"gender":"Male","age_gap":33,"age_gap_label":"33 years","role":"possible father","locations":["Lexington, Virginia, United States"],"score":37,"classification":"weak lead","reasons":["plausible 33-year parent-child age gap (+18)","candidate's birth is 56 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 2 years of the subject (+3)","known spouse Martha (McNutt) Glasgow had a plausible maternal age (20) at the subject's birth (+7)","candidate's name matches the first dated son John W Glasgow, the expected father position for a male subject (+3; catalogue rarity 0, John in 278 profiles)","family naming controls: 0 supporting and 2 conflicting known positions (already reflected in naming weight)","uncommon given names recur in both otherwise distinct descendant branches: Lucy +12 (13 public profiles; subject branch: Lucy Litton (Glasgow) Beal; candidate branch: Lucy G Glasgow) (+12 total)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","household chronology","rare branch-name recurrence","sex-aware ordered naming","spouse chronology","tradition validation","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-563","name":"William Glasgow","catalogue_id":"glasgow-563","html_url":"/people/glasgow-563.html","birth_year":1778,"death_year":1853,"gender":"Male","age_gap":40,"age_gap_label":"40 years","role":"possible father","locations":["Rockbridge, Virginia, United States","Brush Creek Township, Adams, Ohio, United States","Rockbridge, Virginia, USA"],"score":37,"classification":"weak lead","reasons":["plausible 40-year parent-child age gap (+18)","candidate's birth is 63 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1803–1822) (+6; other parent Rhoda Neely (Montgomery) Glasgow)","known spouse Rhoda Neely (Montgomery) Glasgow had a plausible maternal age (39) at the subject's birth (+7)","uncommon given names recur in both otherwise distinct descendant branches: Lucy +12 (13 public profiles; subject branch: Lucy Litton (Glasgow) Beal; candidate branch: Lucy Ann Glasgow) (+12 total)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","rare branch-name recurrence","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Montgomery-6593","name":"Rhoda Neely (Montgomery) Glasgow","html_url":"/people/montgomery-6593.html"}},{"id":"Glasgow-280","name":"John Cooper Glasgow","catalogue_id":"glasgow-280","html_url":"/people/glasgow-280.html","birth_year":1794,"death_year":1835,"gender":"Male","age_gap":24,"age_gap_label":"24 years","role":"possible father","locations":["Currituck, North Carolina, United States","Stewart, Tennessee, United States","Currituck, North Carolina, USA"],"score":33,"classification":"weak lead","reasons":["plausible 24-year parent-child age gap (+18)","candidate's birth is 47 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","weak broad-area overlap: tennessee (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 3 years of the subject (+3)","candidate's name matches the first dated son John W Glasgow, the expected father position for a male subject (+3; catalogue rarity 0, John in 278 profiles)","family naming controls: 0 supporting and 2 conflicting known positions (already reflected in naming weight)","a candidate spouse matches the second dated daughter Elizabeth Dickerson (Glasgow) Uhles, the expected mother position (+2; Elizabeth in 146 profiles)","candidate and spouse jointly match both grandparent positions in the same child group (+2; combined catalogue rarity 0)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","broad geography","common parental couple naming","household chronology","sex-aware ordered naming","tradition validation","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-3904","name":"Older Alexander Glasgow","catalogue_id":"glasgow-3904","html_url":"/people/glasgow-3904.html","birth_year":1778,"death_year":null,"gender":"Male","age_gap":40,"age_gap_label":"at least 40 years","role":"possible father","locations":["Killoquin electoral division"],"score":32,"classification":"weak lead","reasons":["bounded birth date gives a parent-child age gap of at least 40 years (+10; true age remains uncertain)","candidate's birth is 63 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","a known child was born within 3 years of the subject (+3)","known spouse Rosanna Unknown had a bounded, possibly plausible maternal age (40) at the subject's birth (+3)","uncommon given names recur in both otherwise distinct descendant branches: Emily +12 (11 public profiles; subject branch: Emily Glasgow; candidate branch: Emily Glasgow) (+12 total)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","household chronology","rare branch-name recurrence","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-664","name":"John S. Glasgow Jr.","catalogue_id":"glasgow-664","html_url":"/people/glasgow-664.html","birth_year":1777,"death_year":1845,"gender":"Male","age_gap":41,"age_gap_label":"41 years","role":"possible father","locations":["Daill, Argyll, Scotland","Glasgow, Cambria, Pennsylvania, United States"],"score":32,"classification":"weak lead","reasons":["plausible 41-year parent-child age gap (+18)","candidate's birth is 64 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1812–1819) (+6; other parent Elizabeth Jane (Bell) Glasgow)","known spouse Elizabeth Jane (Bell) Glasgow had a plausible maternal age (44) at the subject's birth (+7)","candidate's name matches the first dated son John W Glasgow, the expected father position for a male subject (+3; catalogue rarity 0, John in 278 profiles)","family naming controls: 0 supporting and 2 conflicting known positions (already reflected in naming weight)","a candidate spouse matches the second dated daughter Elizabeth Dickerson (Glasgow) Uhles, the expected mother position (+2; Elizabeth in 146 profiles)","candidate and spouse jointly match both grandparent positions in the same child group (+2; combined catalogue rarity 0)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","common parental couple naming","sex-aware ordered naming","spouse chronology","spouse-specific child window","tradition validation","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Bell-17746","name":"Elizabeth Jane (Bell) Glasgow","html_url":"/people/bell-17746.html"}},{"id":"Unknown-764117","name":"Jane Glasgow","catalogue_id":"unknown-764117","html_url":"/people/unknown-764117.html","birth_year":1783,"death_year":1848,"gender":"Female","age_gap":35,"age_gap_label":"35 years","role":"possible mother","locations":["Cookstown"],"score":39,"classification":"weak lead","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 58 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","a known child was born within 4 years of the subject (+1)","a candidate spouse matches the first dated son John W Glasgow, the expected father position (+2; John in 278 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Wesley +16 (2 public profiles; subject branch: Wesley Guynn Glasgow; candidate branch: Wesley Clark Glasgow) (+16 total)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","descendant-name recurrence has no independent household, record, migration or specific-locality anchor (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","household chronology","rare branch-name recurrence","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Bryce-1075","name":"Jean (Bryce) Glasgow","catalogue_id":"bryce-1075","html_url":"/people/bryce-1075.html","birth_year":1786,"death_year":null,"gender":"Female","age_gap":32,"age_gap_label":"32 years","role":"possible mother","locations":["Edinburgh"],"score":30,"classification":"weak lead","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 55 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1808–1820) (+6; other parent John Glasgow)","a candidate spouse matches the first dated son John W Glasgow, the expected father position (+2; John in 278 profiles)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","sex-aware ordered naming","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-1460","name":"John Glasgow","html_url":"/people/glasgow-1460.html"}},{"id":"Montgomery-6593","name":"Rhoda Neely (Montgomery) Glasgow","catalogue_id":"montgomery-6593","html_url":"/people/montgomery-6593.html","birth_year":1779,"death_year":1846,"gender":"Female","age_gap":39,"age_gap_label":"39 years","role":"possible mother","locations":["Montgomery, Virginia, United States","Scott Township, Adams County, Ohio, United States"],"score":30,"classification":"weak lead","reasons":["plausible 39-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1803–1822) (+6; other parent William Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Lucy +12 (13 public profiles; subject branch: Lucy Litton (Glasgow) Beal; candidate branch: Lucy Ann Glasgow) (+12 total)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","rare branch-name recurrence","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-563","name":"William Glasgow","html_url":"/people/glasgow-563.html"}},{"id":"McNutt-1346","name":"Martha (McNutt) Glasgow","catalogue_id":"mcnutt-1346","html_url":"/people/mcnutt-1346.html","birth_year":1798,"death_year":1865,"gender":"Female","age_gap":20,"age_gap_label":"20 years","role":"possible mother","locations":["Rockbridge, Virginia, United States"],"score":29,"classification":"weak lead","reasons":["plausible 20-year parent-child age gap (+18)","candidate's birth is 43 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 2 years of the subject (+3)","a candidate spouse matches the first dated son John W Glasgow, the expected father position (+2; John in 278 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Lucy +12 (13 public profiles; subject branch: Lucy Litton (Glasgow) Beal; candidate branch: Lucy G Glasgow) (+12 total)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","household chronology","rare branch-name recurrence","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Meredith-649","name":"Lucy (Meredith) Glasgow","catalogue_id":"meredith-649","html_url":"/people/meredith-649.html","birth_year":1780,"death_year":1832,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["North Carolina,   USA","Davidson, Tennessee, United States"],"score":28,"classification":"weak lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 61 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","weak broad-area overlap: tennessee (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","candidate's given name recurs among another recorded child (+5; Lucy occurs in 13 public profiles)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","child naming","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null}],"method":"Automated leads use birth surnames—not married surnames—as parental eligibility, role-specific biological age limits, bounded and approximate-date uncertainty, household chronology, specific time-aware localities, mapped distance, tenancy succession, migration destinations and sex-aware Scottish naming positions across generations. People already attached as the subject's parents stay in the identity summary and are excluded from this alternative-candidate list, regardless of relationship confidence. The main calibration uses clues available on disconnected profiles; existing parent and sibling links are retained as comparison context rather than treated as transferable evidence. Common ordered names and grandparent-to-child echoes receive a small non-zero weight, so a John or James match can support several independent criteria without producing a lead alone. Rare names, repeated bearers and bundles across otherwise distinct branches receive substantially more weight according to catalogue frequency. An exact migration place is weighted by its rarity and repetition across both branches; a shared destination country is worth only one point. Extra weight is added only when at least three independent clue types converge: naming, locality, specific migration, household chronology or collateral networks. Sparse profiles retain a clearly labelled chronology-only fallback instead of disappearing. Countries, states, counties and research clusters do not count as a shared locality, and fallback, broad representative or kin-inferred coordinates are excluded from distance scoring. Shared descendant profiles are removed before branch-name comparison. A candidate already recorded as a parent-in-law is excluded. A confident or independently supported parent is treated as settled; uncertain and unassessed attachments remain open to alternative comparison. A different linked parent, an uncle/aunt or grandparent path, and a matching existing child profile prevent an alternative from being classified as a strong direct-parent lead until the underlying tree conflict or duplicate is resolved. Familiar forms such as Bessie are normalised. Surname remains an eligibility filter worth zero points.","warning":"Naming customs, shared farms and occupations are circumstantial. Children, spouses and collateral relatives may be missing, and tree-derived family networks are not independent evidence. Scores rank research leads; they do not prove parentage."}}