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Glasgow Sr, Joseph Montgomery Glasgow; +4 repetition bonus) (+23 total including +4 multi-name bonus)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate's household recorded Joseph Caldwell Glasgow in Adams, Ohio, United States within 0 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named John Marshall Glasgow M.D. (Glasgow-2117) 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":8,"factors":["age","child naming","contemporaneous household conflict","rare branch-name recurrence","rare name bundle","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Black-18588","name":"Margaret Elizabeth (Black) Glasgow","html_url":"/people/black-18588.html"}},{"id":"Thompson-109946","name":"Mary Caroline (Thompson) Glasgow","catalogue_id":"thompson-109946","html_url":"/people/thompson-109946.html","birth_year":1813,"death_year":null,"gender":"Female","age_gap":25,"age_gap_label":"25 years","role":"possible mother","locations":["Tennessee, United States"],"score":34,"classification":"weak lead","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 45 years before the subject's earliest dated child (1858), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 1 years of the subject (+3)","uncommon given names recur in both otherwise distinct descendant branches: Frank +12 (11 public profiles; subject branch: Frank Glassgo; candidate branch: Frank Lee Glasgow); Joseph +3 (39 public profiles; subject branch: Joseph Glassgo; candidate branch: Joseph P Glasgow) (+19 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","household chronology","rare branch-name recurrence","rare name bundle","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glendinning-340","name":"Nancy (Glendinning) Glasgow","catalogue_id":"glendinning-340","html_url":"/people/glendinning-340.html","birth_year":1803,"death_year":1890,"gender":"Female","age_gap":35,"age_gap_label":"35 years","role":"possible mother","locations":["Brackagh, Lissan, County Londonderry, Ireland","Belle Center, Logan, Ohio, United States","Lissan civil parish — Cookstown area"],"score":30,"classification":"weak lead","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 55 years before the subject's earliest dated child (1858), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1824–1844) (+6; other parent William Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Benjamin +12 (10 public profiles; subject branch: Benjamin Glassgo; candidate branch: Benjamin Glasgow) (+12 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","rare branch-name recurrence","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-1675","name":"William Glasgow","html_url":"/people/glasgow-1675.html"}},{"id":"Coburn-2653","name":"Nancy (Coburn) Glasgow","catalogue_id":"coburn-2653","html_url":"/people/coburn-2653.html","birth_year":1800,"death_year":null,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["Cookstown"],"score":30,"classification":"weak lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 58 years before the subject's earliest dated child (1858), a compatible grandparent-generation interval (+4)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","candidate has another child, Edward William Glasgow, born 0 years from the subject in the same specific birth locality (+6; possible sibling-household clue)"],"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":4,"factors":["age","household chronology","local sibling birth","two-generation chronology"],"indirect_factor_count":4,"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":29,"age_gap_label":"29 years","role":"possible mother","locations":["Adams, Ohio, United States"],"score":25,"classification":"weak lead","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 49 years before the subject's earliest dated child (1858), 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 (1830–1849) (+6; other parent Joseph Montgomery Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Frank +12 (11 public profiles; subject branch: Frank Glassgo; candidate branch: Frank Morrison Glasgow); Joseph +7 (39 public profiles; subject branch: Joseph Glassgo; candidate branch: Joseph Ellsworth Glasgow Sr, Joseph Montgomery Glasgow; +4 repetition bonus) (+23 total including +4 multi-name bonus)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate's household recorded Joseph Caldwell Glasgow in Adams, Ohio, United States within 0 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named John Marshall Glasgow M.D. (Glasgow-2117) 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":6,"factors":["age","contemporaneous household conflict","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-1829","name":"Joseph Montgomery Glasgow","html_url":"/people/glasgow-1829.html"}},{"id":"High-479","name":"Susannah (High) Glasgow","catalogue_id":"high-479","html_url":"/people/high-479.html","birth_year":1800,"death_year":1879,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["Virginia, United States"],"score":22,"classification":"weak lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 58 years before the subject's earliest dated child (1858), 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: Benjamin +12 (10 public profiles; subject branch: Benjamin Glassgo; candidate branch: Benjamin M. Glasgow) (+12 total)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate already has another child named John S. Glasgow (Glasgow-64) 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":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."}}