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Glasgow; candidate branch: George Cannon Glasgow); Martha +3 (45 public profiles; subject branch: Martha March Glasgow; candidate branch: Martha Amelia Glasgow) (+10 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":6,"factors":["age","rare branch-name recurrence","rare name bundle","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-3042","name":"Sarah Glasgow","html_url":"/people/glasgow-3042.html"}},{"id":"Cannady-99","name":"Dosha (Cannady) Glasgow","catalogue_id":"cannady-99","html_url":"/people/cannady-99.html","birth_year":1792,"death_year":1848,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["Wake County, North Carolina, United States","Weakley County, Tennessee, United States"],"score":37,"classification":"weak lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 67 years before the subject's earliest dated child (1859), 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 (1813–1831) (+6; other parent Isaac Wesley (Glascow) Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Martha +7 (45 public profiles; subject branch: Martha March Glasgow; candidate branch: Martha P Glasgow, Martha Glasgow; +4 repetition bonus); George +5 (62 public profiles; subject branch: George W. Glasgow; candidate branch: George Houston Glasgow, George Irvin Glasgow; +2 repetition bonus) (+16 total including +4 multi-name bonus)","the candidate's own child family has 2 known-position naming matches (+3; branch-level validation)"],"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":6,"factors":["age","candidate-family tradition","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glascow-14","name":"Isaac Wesley (Glascow) Glasgow","html_url":"/people/glascow-14.html"}},{"id":"Brom-40","name":"Mary (Brom) Glasgow","catalogue_id":"brom-40","html_url":"/people/brom-40.html","birth_year":1803,"death_year":null,"gender":"Female","age_gap":27,"age_gap_label":"27 years","role":"possible mother","locations":["Pennsylvania, United States","Chester, Pennsylvania, United States"],"score":33,"classification":"weak lead","reasons":["plausible 27-year parent-child age gap (+18)","candidate's birth is 56 years before the subject's earliest dated child (1859), a compatible grandparent-generation interval (+4)","same broad administrative area only (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","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: Henry +8 (25 public profiles; subject branch: Henry Glasgow; candidate branch: Henry Junior Glasco) (+8 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":"Black-18588","name":"Margaret Elizabeth (Black) Glasgow","catalogue_id":"black-18588","html_url":"/people/black-18588.html","birth_year":1809,"death_year":1851,"gender":"Female","age_gap":21,"age_gap_label":"21 years","role":"possible mother","locations":["Adams, Ohio, United States"],"score":28,"classification":"weak lead","reasons":["plausible 21-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1859), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","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: Ida +14 (9 public profiles; subject branch: Ida C Glasgow; candidate branch: Ida Mae (Glasgow) Simpson, Ida May (Glasgow) Christenson; +2 repetition bonus) (+14 total)"],"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","household chronology","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-3824","name":"Elizabeth Glasgow","catalogue_id":"glasgow-3824","html_url":"/people/glasgow-3824.html","birth_year":1804,"death_year":null,"gender":"Female","age_gap":26,"age_gap_label":"26 years","role":"possible mother","locations":["Pennsylvania, United States"],"score":28,"classification":"weak lead","reasons":["plausible 26-year parent-child age gap (+18)","candidate's birth is 55 years before the subject's earliest dated child (1859), a compatible grandparent-generation interval (+4)","same broad administrative area only (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","a candidate spouse matches the first dated son Samuel Glasgow, the expected father position (+3; Samuel in 80 profiles)"],"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","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-3042","name":"Sarah Glasgow","catalogue_id":"glasgow-3042","html_url":"/people/glasgow-3042.html","birth_year":1794,"death_year":1847,"gender":"Female","age_gap":36,"age_gap_label":"36 years","role":"possible mother","locations":["South Carolina, United States"],"score":28,"classification":"weak lead","reasons":["plausible 36-year parent-child age gap (+18)","candidate's birth is 65 years before the subject's earliest dated child (1859), 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 (1817–1855) (+6; other parent James Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: George +3 (62 public profiles; subject branch: George W. Glasgow; candidate branch: George Cannon Glasgow); Martha +3 (45 public profiles; subject branch: Martha March Glasgow; candidate branch: Martha Amelia Glasgow) (+10 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":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-2439","name":"James Glasgow","html_url":"/people/glasgow-2439.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."}}