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zealand"],"conflicts":["a different father 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":7,"factors":["age","broad migration","rare branch-name recurrence","rare name bundle","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Unknown-761034","name":"Rosanna Unknown","html_url":"/people/unknown-761034.html"}},{"id":"McClure-6341","name":"Jane (McClure) Glasgow","catalogue_id":"mcclure-6341","html_url":"/people/mcclure-6341.html","birth_year":1773,"death_year":1858,"gender":"Female","age_gap":31,"age_gap_label":"31 years","role":"possible mother","locations":["Antrim, County Antrim, Ireland","Racavan, County Antrim, Ireland","County Antrim — exact locality unproved"],"score":51,"classification":"moderate lead","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1827), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1799–1815) (+6; other parent John Glasgow)","candidate's given name recurs among another recorded child (+1; Jane occurs in 70 public profiles)","uncommon given names recur in both otherwise distinct descendant branches: Annie +12 (22 public profiles; subject branch: Annie (Glasgow) Sherry; candidate branch: Annie Coulson (Glasgow) Crawford, Annie Ethel May (Glasgow) Sibbald; +4 repetition bonus); Charles +8 (23 public profiles; subject branch: Charles Sloane Glasgow; candidate branch: Charles Irvine Glasgow); Jane +7 (70 public profiles; subject branch: Jane Glasgow; candidate branch: Jane (Glasgow) Adams, Jane Glasgow Armstrong; +4 repetition bonus) (+35 total including +8 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): australia, new zealand"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate already has another child named William Glasgow (Glasgow-1778) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","broad migration","child naming","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-1657","name":"John Glasgow","html_url":"/people/glasgow-1657.html"}},{"id":"Unknown-540856","name":"Catherine (Unknown) Glasgow","catalogue_id":"unknown-540856","html_url":"/people/unknown-540856.html","birth_year":1783,"death_year":null,"gender":"Female","age_gap":21,"age_gap_label":"21 years","role":"possible mother","locations":["County Tyrone — exact locality unproved"],"score":49,"classification":"moderate lead","reasons":["plausible 21-year parent-child age gap (+18)","candidate's birth is 44 years before the subject's earliest dated child (1827), a compatible grandparent-generation interval (+4)","weak broad-area overlap: tyrone (+1; not a locality match)","subject's birth fits between children attributed to the same parental couple (1801–1822) (+6; other parent Robert Glasco)","a candidate spouse matches the first dated son Robert Glasgow, the expected father position (+3; Robert in 163 profiles)","uncommon given names recur in both otherwise distinct descendant branches: David +7 (39 public profiles; subject branch: David John Glasgow, David Charles Glasgow; candidate branch: David Glasgow; +4 repetition bonus); Jane +5 (70 public profiles; subject branch: Jane Glasgow; candidate branch: Jane Glasgow, Jane Glasgow; +2 repetition bonus) (+16 total including +4 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): australia"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","broad geography","broad migration","rare branch-name recurrence","rare name bundle","sex-aware ordered naming","spouse-specific child window","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Glasgow-1367","name":"Robert Glasco","html_url":"/people/glasgow-1367.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":25,"age_gap_label":"25 years","role":"possible mother","locations":["Montgomery, Virginia, United States","Scott Township, Adams County, Ohio, United States"],"score":47,"classification":"moderate lead","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 48 years before the subject's earliest dated child (1827), a compatible grandparent-generation interval (+4)","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: Rhoda +18 (5 public profiles; subject branch: Rhoda Blanch (Glasgow) Hancock; candidate branch: Rhoda Montgomery (Glasgow) Ott, Rhoda Montgomery (Glasgow) Fulton; +4 repetition bonus); Lewis +16 (2 public profiles; subject branch: Lewis Stewart Glasgow; candidate branch: Lewis Kossuth Glasgow); Anna +10 (23 public profiles; subject branch: Anna Greiner; candidate branch: Anna Mary Small (Glasgow) Wilson, Anna Elizabeth Glasgow; +2 repetition bonus) (+48 total including +8 multi-name bonus)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)","candidate already has another child named William Madison Glasgow (Glasgow-1938) 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":5,"factors":["age","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-563","name":"William Glasgow","html_url":"/people/glasgow-563.html"}},{"id":"Barclay-56","name":"Rosannah (Barclay) Glasgow","catalogue_id":"barclay-56","html_url":"/people/barclay-56.html","birth_year":1756,"death_year":1807,"gender":"Female","age_gap":48,"age_gap_label":"48 years","role":"possible mother","locations":["Londonderry, County Londonderry, Ireland","Adams County, Ohio, USA","County Londonderry — exact locality unproved"],"score":39,"classification":"weak lead","reasons":["less typical 48-year parent-child age gap (+2)","candidate's birth is 71 years before the subject's earliest dated child (1827), a compatible grandparent-generation interval (+4)","a known child was born within 5 years of the subject (+1)","a candidate spouse matches the first dated son Robert Glasgow, the expected father position (+3; Robert in 163 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Rhoda +18 (5 public profiles; subject branch: Rhoda Blanch (Glasgow) Hancock; candidate branch: Rhoda Montgomery (Glasgow) Ott, Rhoda Montgomery (Glasgow) Fulton; +4 repetition bonus); Lewis +16 (2 public profiles; subject branch: Lewis Stewart Glasgow; candidate branch: Lewis Kossuth Glasgow); Clara +12 (10 public profiles; subject branch: Clara May (Glasgow) Sing; candidate branch: Clara (Glasgow) Preston) (+48 total including +8 multi-name bonus)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate already has another child named William Glasgow (Glasgow-563) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)","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":6,"factors":["age","household chronology","rare branch-name recurrence","rare name bundle","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Blair-3693","name":"Sarah (Blair) Glasgow","catalogue_id":"blair-3693","html_url":"/people/blair-3693.html","birth_year":1757,"death_year":1840,"gender":"Female","age_gap":47,"age_gap_label":"47 years","role":"possible mother","locations":["Ireland","Allegheny, Pennsylvania, United States","County Antrim — exact locality unproved"],"score":37,"classification":"weak lead","reasons":["possible 47-year parent-child age gap (+10)","candidate's birth is 70 years before the subject's earliest dated child (1827), a compatible grandparent-generation interval (+4)","uncommon given names recur in both otherwise distinct descendant branches: Clara +12 (10 public profiles; subject branch: Clara May (Glasgow) Sing; candidate branch: Clara T Glasgow); Charles +8 (23 public profiles; subject branch: Charles Sloane Glasgow; candidate branch: Charles Barnes Glasgow); Joseph +5 (39 public profiles; subject branch: Joseph Glasgow, Joseph Cunningham Glasgow; candidate branch: Joseph B Glasgow; +2 repetition bonus) (+33 total including +8 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}],"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."}}
