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grouping is not kinship evidence)","a candidate spouse matches the second dated daughter Susan Ann Glasgow, the expected mother position (+5; Susan in 16 profiles)"],"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":3,"factors":["age","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-3991","name":"James Glasgow","catalogue_id":"glasgow-3991","html_url":"/people/glasgow-3991.html","birth_year":1748,"death_year":1812,"gender":"Male","age_gap":41,"age_gap_label":"41 years","role":"possible father","locations":["Larne, County Antrim, Ireland","County Antrim — exact locality unproved"],"score":8,"classification":"weak lead","reasons":["plausible 41-year parent-child age gap (+18)","candidate's birth is 72 years before the subject's earliest dated child (1820), a compatible grandparent-generation interval (+4)","known spouse Jane Glasgow had a plausible maternal age (39) at the subject's birth (+7)","candidate and subject share the given name James (+4; weak direct parent-child name recurrence, 224 public profiles)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","same-sex generational naming","spouse chronology","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-334","name":"Ruth Glasgow","catalogue_id":"glasgow-334","html_url":"/people/glasgow-334.html","birth_year":1782,"death_year":null,"gender":"Female","age_gap":7,"age_gap_label":"nominally 7 years; approximate dates permit about 15–17 years","role":"possible mother","locations":["Currituck, North Carolina, United States","Harpers River, Davidson, Tennessee, United States","Currituck, North Carolina, USA"],"score":3,"classification":"weak lead","reasons":["the nominal 7-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–17 years) (+4)","candidate's birth is 38 years before the subject's earliest dated child (1820), a marginal two-generation interval (+1)","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): Susan +8 (16 public profiles; niece/nephew Susan Caroline Glasgow) (+8 total)"],"conflicts":["parentage requires the approximate birth estimate to be early enough (no deduction)","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":"Bell-17746","name":"Elizabeth Jane (Bell) Glasgow","catalogue_id":"bell-17746","html_url":"/people/bell-17746.html","birth_year":1774,"death_year":1845,"gender":"Female","age_gap":15,"age_gap_label":"15 years","role":"possible mother","locations":["Huntingdon, Pennsylvania","Glasgow, Cambria, Pennsylvania, United States"],"score":2,"classification":"weak lead","reasons":["possible 15-year parent-child age gap (+10)","candidate's birth is 46 years before the subject's earliest dated child (1820), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","uncommon given names recur in both otherwise distinct descendant branches: Susan +8 (16 public profiles; subject branch: Susan Ann Glasgow; candidate branch: Susan E (Glasgow) Troxell) (+8 total)"],"conflicts":["same country, but no indexed locality overlap (−10)","subject lies more than 20 years from the candidate's known child-bearing period (−6; children may be missing)","candidate already has another child named James Glasgow (Glasgow-665) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Gregory-3163","name":"Ruth (Gregory) Glasgow","catalogue_id":"gregory-3163","html_url":"/people/gregory-3163.html","birth_year":1737,"death_year":1793,"gender":"Female","age_gap":52,"age_gap_label":"52 years","role":"possible mother","locations":["Windham, North Carolina","Currituck, North Carolina, United States"],"score":0,"classification":"weak lead","reasons":["candidate's birth is 83 years before the subject's earliest dated child (1820), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","uncommon given names recur in both otherwise distinct descendant branches: Susan +8 (16 public profiles; subject branch: Susan Ann Glasgow; candidate branch: Susan Caroline Glasgow) (+8 total)"],"conflicts":["chronologically conflicting 52-year parent-child age gap (−8)","same country, but no indexed locality overlap (−10)","subject lies more than 20 years from the candidate's known child-bearing period (−6; children may be missing)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"McNutt-600","name":"Rebecca Anderson (McNutt) Glasgow","catalogue_id":"mcnutt-600","html_url":"/people/mcnutt-600.html","birth_year":1755,"death_year":1818,"gender":"Female","age_gap":34,"age_gap_label":"34 years","role":"possible mother","locations":["Lexington, Rockbridge, Virginia","Lexington, Rockbridge, Virginia, United States"],"score":29,"classification":"chronology-only fallback","reasons":["plausible 34-year parent-child age gap (+18)","candidate's birth is 65 years before the subject's earliest dated child (1820), a compatible grandparent-generation interval (+4)","weak broad-area overlap: virginia (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1783–1793) (+6; other parent Arthur Glasgow)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-649","name":"Arthur Glasgow","html_url":"/people/glasgow-649.html"}},{"id":"Stewart-72380","name":"Elizabeth Glasgow","catalogue_id":"stewart-72380","html_url":"/people/stewart-72380.html","birth_year":1765,"death_year":null,"gender":"Female","age_gap":24,"age_gap_label":"24 years","role":"possible mother","locations":["Location not supplied — profile holding point"],"score":28,"classification":"chronology-only fallback","reasons":["plausible 24-year parent-child age gap (+18)","candidate's birth is 55 years before the subject's earliest dated child (1820), 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 (1783–1802) (+6; other parent William Glasgow)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","spouse-specific child window","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasgow-3324","name":"William Glasgow","html_url":"/people/glasgow-3324.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."}}