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not a locality match)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","known spouse Jane (McClure) Glasgow had a bounded, possibly plausible maternal age (42) at the subject's birth (+3)","uncommon given names recur in both otherwise distinct descendant branches: Adam +12 (15 public profiles; subject branch: Adam Glasgow; candidate branch: Adam Dickie Glasgow) (+12 total)"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","broad geography","household chronology","rare branch-name recurrence","spouse chronology","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Glasgow-2874","name":"Anne Glasgow","catalogue_id":"glasgow-2874","html_url":"/people/glasgow-2874.html","birth_year":1788,"death_year":1867,"gender":"Female","age_gap":27,"age_gap_label":"27 years","role":"possible mother","locations":["France"],"score":40,"classification":"moderate lead","reasons":["plausible 27-year parent-child age gap (+18)","candidate's birth is 51 years before the subject's earliest dated child (1839), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1804–1827) (+6)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Adam +12 (15 public profiles; niece/nephew Adam 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":4,"factors":["age","collateral naming","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Patterson-13881","name":"Sarah (Patterson) Glasgow","catalogue_id":"patterson-13881","html_url":"/people/patterson-13881.html","birth_year":1790,"death_year":null,"gender":"Female","age_gap":25,"age_gap_label":"25 years","role":"possible mother","locations":["Wythe County Virginia","Pulaski County Virginia"],"score":34,"classification":"weak lead","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 49 years before the subject's earliest dated child (1839), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1812–1821) (+6; other parent William Glasgow)","a candidate spouse matches the first dated son William Glasgow, the expected father position (+3; William in 222 profiles)","candidate's other children share uncommon given names with the subject's recorded siblings: Nancy +3 (49 public profiles) (+3 total)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","rare sibling-name pattern","sex-aware ordered naming","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-3678","name":"William Glasgow","html_url":"/people/glasgow-3678.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":42,"age_gap_label":"42 years","role":"possible mother","locations":["Antrim, County Antrim, Ireland","Racavan, County Antrim, Ireland","County Antrim — exact locality unproved"],"score":29,"classification":"weak lead","reasons":["possible 42-year parent-child age gap (+10)","candidate's birth is 66 years before the subject's earliest dated child (1839), a compatible grandparent-generation interval (+4)","same broad administrative area only (+1; not a locality match)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","uncommon given names recur in both otherwise distinct descendant branches: Adam +12 (15 public profiles; subject branch: Adam Glasgow; candidate branch: Adam Dickie Glasgow) (+12 total)"],"conflicts":[],"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 branch-name recurrence","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-3928","name":"Maria Glasgow","catalogue_id":"glasgow-3928","html_url":"/people/glasgow-3928.html","birth_year":1800,"death_year":null,"gender":"Female","age_gap":15,"age_gap_label":"15 years","role":"possible mother","locations":["Ireland","County Antrim — exact locality unproved"],"score":28,"classification":"weak lead","reasons":["possible 15-year parent-child age gap (+10)","candidate's birth is 39 years before the subject's earliest dated child (1839), a marginal two-generation interval (+1)","same broad administrative area only (+1; not a locality match)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Adam +16 (15 public profiles; niece/nephew Adam Glasgow, niece/nephew Adam McKeown; +4 repetition bonus) (+16 total)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","collateral naming","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-1779","name":"Jane Glasgow Armstrong","catalogue_id":"glasgow-1779","html_url":"/people/glasgow-1779.html","birth_year":1799,"death_year":1837,"gender":"Female","age_gap":16,"age_gap_label":"16 years","role":"possible mother","locations":["County Antrim, Ireland","County Antrim, Ireland, United Kingdom","County Antrim — exact locality unproved"],"score":27,"classification":"weak lead","reasons":["possible 16-year parent-child age gap (+10)","candidate's birth is 40 years before the subject's earliest dated child (1839), a compatible grandparent-generation interval (+4)","same broad administrative area only (+1; not a locality match)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Adam +12 (15 public profiles; sibling Reverend Adam Dickie Glasgow) (+12 total)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","collateral 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."}}