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Glasgow","given":"dura","given_tokens":["dura","m"],"gender":"Male","birth_year":1891,"birth_place":null,"death_year":1912,"parent_ids":["Glasgow-2624","Clark-81134"],"html_url":"/people/glasgow-2625.html"},"second_dated_daughter":{"id":"Glasgow-2628","name":"Anna May (Glasgow) Nabors","given":"anna","given_tokens":["anna","may"],"gender":"Female","birth_year":1900,"birth_place":null,"death_year":1993,"parent_ids":["Glasgow-2624","Clark-81134"],"html_url":"/people/glasgow-2628.html"},"third_dated_son":null,"third_dated_daughter":{"id":"Glasgow-2366","name":"Alta Jewell (Glasgow) Marshall","given":"alta","given_tokens":["alta","jewell"],"gender":"Female","birth_year":1903,"birth_place":"Beckham, Appomattox, Virginia, United States","death_year":1990,"parent_ids":["Glasgow-2624","Clark-81134"],"html_url":"/people/glasgow-2366.html"},"naming_controls":{"matches":0,"mismatches":1,"factor":0.9,"details":["third daughter/mother does not match (Alta Jewell (Glasgow) Marshall)"]},"candidates":[{"id":"Glasgow-2166","name":"Willis Henry Glasgow","catalogue_id":"glasgow-2166","html_url":"/people/glasgow-2166.html","birth_year":1837,"death_year":1910,"gender":"Male","age_gap":29,"age_gap_label":"29 years","role":"possible father","locations":["Indiana, United States","Pollock, Sullivan, Missouri, United States"],"score":26,"classification":"competing linked parent","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1887), 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 (1862–1879) (+6; other parent Nancy Jane (Clark) Glasgow)","known spouse Nancy Jane (Clark) Glasgow had a plausible maternal age (21) at the subject's birth (+7)","candidate's other children share uncommon given names with the subject's recorded siblings: George +3 (62 public profiles) (+3 total)","candidate-line surnames recur as descendant middle names: Clark +8 (4 birth-surname profiles) (+8 total)","3 independent unlinked-profile clue types converge (+5): collateral network, household chronology, naming"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","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","indirect multi-factor convergence","lineage surname as middle name","rare sibling-name pattern","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Clark-71708","name":"Nancy Jane (Clark) Glasgow","html_url":"/people/clark-71708.html"}},{"id":"Glasgow-1847","name":"Samuel Black Glasgow","catalogue_id":"glasgow-1847","html_url":"/people/glasgow-1847.html","birth_year":1830,"death_year":1906,"gender":"Male","age_gap":36,"age_gap_label":"36 years","role":"possible father","locations":["Brush Creek Township, Adams, Ohio, United States","Seattle, King, Washington, United States"],"score":23,"classification":"competing linked parent","reasons":["plausible 36-year parent-child age gap (+18)","candidate's birth is 57 years before the subject's earliest dated child (1887), 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 (1859–1869) (+6; other parent Phebe Ann (Robertson) Glasgow)","known spouse Anna Mary (Stever) Glasgow had a plausible maternal age (32) at the subject's birth (+7)","a candidate spouse matches the second dated daughter Anna May (Glasgow) Nabors, the expected mother position (+5; Anna in 23 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Anna +8 (23 public profiles; subject branch: Anna May (Glasgow) Nabors; candidate branch: Anna Mary Small (Glasgow) Wilson) (+8 total)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","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":6,"factors":["age","rare branch-name recurrence","sex-aware ordered naming","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Robertson-21963","name":"Phebe Ann (Robertson) Glasgow","html_url":"/people/robertson-21963.html"}},{"id":"Glasgow-556","name":"William Gilbert Glasgow","catalogue_id":"glasgow-556","html_url":"/people/glasgow-556.html","birth_year":1831,"death_year":1900,"gender":"Male","age_gap":35,"age_gap_label":"35 years","role":"possible father","locations":["Brush Creek Township, Adams, Ohio, United States","Peru, Nemaha, Nebraska, United States"],"score":20,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 56 years before the subject's earliest dated child (1887), 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 (1859–1875) (+6; other parent Sarah Jane Rebecca (Majors) Glasgow)","known spouse Sarah Jane Rebecca (Majors) Glasgow had a plausible maternal age (27) at the subject's birth (+7)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Anna +10 (23 public profiles; niece/nephew Anna Elizabeth Glasgow, niece/nephew Anna Mary Small (Glasgow) Wilson; +2 repetition bonus) (+10 total)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","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","collateral naming","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Majors-717","name":"Sarah Jane Rebecca (Majors) Glasgow","html_url":"/people/majors-717.html"}},{"id":"Glasgow-1625","name":"Robert Anderson Glasgow","catalogue_id":"glasgow-1625","html_url":"/people/glasgow-1625.html","birth_year":1813,"death_year":1887,"gender":"Male","age_gap":53,"age_gap_label":"53 years","role":"possible father","locations":["Adams, Ohio, United States"],"score":20,"classification":"competing linked parent","reasons":["possible 53-year parent-child age gap (+10)","candidate's birth is 74 years before the subject's earliest dated child (1887), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 4 years of the subject (+1)","known spouse Jane (Smiley) Glasgow had a plausible maternal age (48) at the subject's birth (+3)","uncommon given names recur in both otherwise distinct descendant branches: Alta +16 (2 public profiles; subject branch: Alta Jewell (Glasgow) Marshall; candidate branch: Alta Boyd (Glasgow) Crissman) (+16 total)","uncommon spouse surnames recur across the subject and candidate branches: Clark +6 (+6 total)","3 independent unlinked-profile clue types converge (+5): collateral network, household chronology, naming"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","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":7,"factors":["age","household chronology","indirect multi-factor convergence","rare branch-name recurrence","repeated marriage surnames","spouse chronology","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-2117","name":"John Marshall Glasgow M.D.","catalogue_id":"glasgow-2117","html_url":"/people/glasgow-2117.html","birth_year":1836,"death_year":1901,"gender":"Male","age_gap":30,"age_gap_label":"30 years","role":"possible father","locations":["Brush Creek Township, Adams, Ohio, United States","Omaha, Douglas, Nebraska, United States"],"score":18,"classification":"competing linked parent","reasons":["plausible 30-year parent-child age gap (+18)","candidate's birth is 51 years before the subject's earliest dated child (1887), 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 (1863–1879) (+6; other parent Hannah (Rose) Glasgow)","known spouse Hannah (Rose) Glasgow had a plausible maternal age (25) at the subject's birth (+7)","uncommon given names recur in both otherwise distinct descendant branches: Anna +8 (23 public profiles; subject branch: Anna May (Glasgow) Nabors; candidate branch: Anna Elizabeth Glasgow) (+8 total)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","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":"Rose-19881","name":"Hannah (Rose) Glasgow","html_url":"/people/rose-19881.html"}},{"id":"Lyle-581","name":"Mary (Lyle) Glasco","catalogue_id":"lyle-581","html_url":"/people/lyle-581.html","birth_year":1831,"death_year":null,"gender":"Female","age_gap":35,"age_gap_label":"35 years","role":"possible mother","locations":["Ohio"],"score":16,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 56 years before the subject's earliest dated child (1887), 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 (1857–1872) (+6; other parent Thomas Glasco)","candidate's other children share uncommon given names with the subject's recorded siblings: George +3 (62 public profiles) (+3 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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","rare sibling-name pattern","spouse-specific child window","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasco-17","name":"Thomas Glasco","html_url":"/people/glasco-17.html"}},{"id":"Butts-2296","name":"Rebecca (Butts) Glasgow","catalogue_id":"butts-2296","html_url":"/people/butts-2296.html","birth_year":1838,"death_year":null,"gender":"Female","age_gap":28,"age_gap_label":"28 years","role":"possible mother","locations":["North Carolina, United States"],"score":14,"classification":"competing linked parent","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 49 years before the subject's earliest dated child (1887), 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 (1857–1880) (+6; other parent Samuel Andrew Jackson Glasgow)","candidate's other children share uncommon given names with the subject's recorded siblings: George +3 (62 public profiles) (+3 total)","uncommon given names recur in both otherwise distinct descendant branches: Anna +8 (23 public profiles; subject branch: Anna May (Glasgow) Nabors; candidate branch: Anna Glasgow) (+8 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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","rare branch-name recurrence","rare sibling-name pattern","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-2277","name":"Samuel Andrew Jackson Glasgow","html_url":"/people/glasgow-2277.html"}},{"id":"Nettles-230","name":"Sarah Frances (Nettles) Glasgow","catalogue_id":"nettles-230","html_url":"/people/nettles-230.html","birth_year":1838,"death_year":1884,"gender":"Female","age_gap":28,"age_gap_label":"28 years","role":"possible mother","locations":["Henry, Henry County, Tennessee, United States","Rector, Clay, Arkansas, United States"],"score":14,"classification":"competing linked parent","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 49 years before the subject's earliest dated child (1887), a compatible grandparent-generation interval (+4)","weak broad-area overlap: arkansas (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits within the candidate's overall child-bearing span (1864–1881) (+3; children are not tied to one spouse)","candidate's other children share uncommon given names with the subject's recorded siblings: George +3 (62 public profiles) (+3 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","broad geography","household chronology","rare sibling-name pattern","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-2241","name":"Nancy Margaret (Glasgow) Platter","catalogue_id":"glasgow-2241","html_url":"/people/glasgow-2241.html","birth_year":1844,"death_year":1916,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Adams Township, Lucas, Ohio, United States","Johnson, Missouri, United States"],"score":13,"classification":"competing linked parent","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 43 years before the subject's earliest dated child (1887), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Alta +16 (2 public profiles; niece/nephew Alta Boyd (Glasgow) Crissman) (+16 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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":3,"factors":["age","collateral naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Rose-19881","name":"Hannah (Rose) Glasgow","catalogue_id":"rose-19881","html_url":"/people/rose-19881.html","birth_year":1841,"death_year":1880,"gender":"Female","age_gap":25,"age_gap_label":"25 years","role":"possible mother","locations":["Ohio, United States","Iowa, United States"],"score":11,"classification":"competing linked parent","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 46 years before the subject's earliest dated child (1887), 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 (1863–1879) (+6; other parent John Marshall Glasgow M.D.)","uncommon given names recur in both otherwise distinct descendant branches: Anna +8 (23 public profiles; subject branch: Anna May (Glasgow) Nabors; candidate branch: Anna Elizabeth Glasgow) (+8 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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-2117","name":"John Marshall Glasgow M.D.","html_url":"/people/glasgow-2117.html"}}],"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."}}