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branch: Charles Barnes Glasgow); Jane +7 (71 public profiles; subject branch: Jane (Glasgow) Adams, Jane Glasgow Armstrong; candidate branch: Jane Glasgow; +4 repetition bonus) (+19 total including +4 multi-name bonus)","uncommon spouse surnames recur across the subject and candidate branches: Thompson +6 (+6 total)","3 independent unlinked-profile clue types converge (+5): collateral network, household chronology, naming"],"conflicts":["parentage requires the approximate birth estimate to be early enough (no deduction)","candidate already has another child named John Glasgow (Glasgow-209) 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":7,"factors":["age","broad geography","indirect multi-factor convergence","rare branch-name recurrence","rare name bundle","repeated marriage surnames","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Crosier-512","name":"Mary (Crosier) Glasgow","catalogue_id":"crosier-512","html_url":"/people/crosier-512.html","birth_year":1737,"death_year":1822,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["Ireland","Newberry, South Carolina, United States","County Antrim — exact locality unproved"],"score":31,"classification":"weak lead","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1799), a compatible grandparent-generation interval (+4)","weak broad-area overlap: antrim (+1; not a locality match)","subject's birth fits between children attributed to the same parental couple (1756–1775) (+6; other parent James Glasgow)","uncommon spouse surnames recur across the subject and candidate branches: Thompson +6 (+6 total)"],"conflicts":["candidate already has another child named John Glasgow (Glasgow-1146) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","broad geography","repeated marriage surnames","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-1144","name":"James Glasgow","html_url":"/people/glasgow-1144.html"}},{"id":"Harkness-1149","name":"Mary (Harkness) Glasgow","catalogue_id":"harkness-1149","html_url":"/people/harkness-1149.html","birth_year":1725,"death_year":null,"gender":"Female","age_gap":41,"age_gap_label":"41 years","role":"possible mother","locations":["County Londonderry, Ireland","County Londonderry — exact locality unproved"],"score":27,"classification":"weak lead","reasons":["possible 41-year parent-child age gap (+10)","candidate's birth is 74 years before the subject's earliest dated child (1799), a compatible grandparent-generation interval (+4)","uncommon given names recur in both otherwise distinct descendant branches: Francis +12 (11 public profiles; subject branch: Francis Turnball Glasgow; candidate branch: Francis Thomas Glasgow Sr.); Jane +7 (71 public profiles; subject branch: Jane (Glasgow) Adams, Jane Glasgow Armstrong; candidate branch: Jane (Glasgow) Patton; +4 repetition bonus) (+23 total including +4 multi-name bonus)"],"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","rare name bundle","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Unknown-763421","name":"Jane Glasgow","catalogue_id":"unknown-763421","html_url":"/people/unknown-763421.html","birth_year":1750,"death_year":null,"gender":"Female","age_gap":16,"age_gap_label":"16 years","role":"possible mother","locations":["County Antrim — exact locality unproved"],"score":19,"classification":"weak lead","reasons":["possible 16-year parent-child age gap (+10)","candidate's birth is 49 years before the subject's earliest dated child (1799), a compatible grandparent-generation interval (+4)","weak broad-area overlap: antrim (+1; not a locality match)","a known child was born within 2 years of the subject (+3)","candidate's given name recurs among another recorded child (+1; Jane occurs in 71 public profiles)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","broad geography","child naming","household chronology","two-generation chronology"],"indirect_factor_count":5,"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":29,"age_gap_label":"29 years","role":"possible mother","locations":["Windham, North Carolina","Currituck, North Carolina, United States"],"score":10,"classification":"weak lead","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1799), a compatible grandparent-generation interval (+4)","a known child was born within 5 years of the subject (+1)","uncommon given names recur in both otherwise distinct descendant branches: Francis +12 (11 public profiles; subject branch: Francis Turnball Glasgow; candidate branch: Francis Marion Glasgow) (+12 total)"],"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","household chronology","rare branch-name recurrence","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."}}