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grouping is not kinship evidence)","a known child was born within 4 years of the subject (+1)","candidate has another child, Annie Clayton Glasgow, born 4 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","known spouse Mary Barnhill (Moore) Glasgow had a plausible maternal age (29) at the subject's birth (+7)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","household chronology","local sibling birth","spouse chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-2277","name":"Samuel Andrew Jackson Glasgow","catalogue_id":"glasgow-2277","html_url":"/people/glasgow-2277.html","birth_year":1831,"death_year":1898,"gender":"Male","age_gap":42,"age_gap_label":"42 years","role":"possible father","locations":["North Carolina, United States"],"score":41,"classification":"moderate lead","reasons":["plausible 42-year parent-child age gap (+18)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1857–1880) (+6; other parent Rebecca (Butts) Glasgow)","same-couple children George Glasgow (1869) and Lavina Glasgow (1876) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 7-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","known spouse Rebecca (Butts) Glasgow had a bounded, possibly plausible maternal age (35) at the subject's birth (+3)"],"conflicts":["candidate's child Charley Glasgow (Glasgow-2278) is also a plausible father in the subject's birth locality (−6; current tree places this candidate one generation farther back)","candidate already has another child named Sarah Glasgow (Glasgow-2279) 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":6,"factors":["age","birth-order gap","local same-spouse child window","spouse chronology","spouse-specific child window","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Butts-2296","name":"Rebecca (Butts) Glasgow","html_url":"/people/butts-2296.html"}},{"id":"Glasgow-2232","name":"William Wallace Glasgow","catalogue_id":"glasgow-2232","html_url":"/people/glasgow-2232.html","birth_year":1849,"death_year":1921,"gender":"Male","age_gap":24,"age_gap_label":"24 years","role":"possible father","locations":["Adams, Ohio, United States","Talent, Jackson, Oregon, United States"],"score":13,"classification":"weak lead","reasons":["plausible 24-year parent-child age gap (+18)","same research cluster (+0; grouping is not kinship evidence)","candidate has another child, May Eliza (Glasgow) Stratton, born 11 years from the subject in the same specific birth locality (+2; possible sibling-household clue)","known spouse Willie Etta (Hornbeck) Glasgow had a bounded, possibly plausible maternal age (18) at the subject's birth (+3)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","local sibling birth","spouse chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-1699","name":"John Glasgow","catalogue_id":"glasgow-1699","html_url":"/people/glasgow-1699.html","birth_year":1824,"death_year":1906,"gender":"Male","age_gap":49,"age_gap_label":"49 years","role":"possible father","locations":["Ireland, United Kingdom","Ballynasollus, Cookstown, County Tyrone, Ireland, United Kingdom","Kildress civil parish"],"score":0,"classification":"weak lead","reasons":["possible 49-year parent-child age gap (+10)","a known child was born within 7 years of the subject (+1)","known spouse Ann Jane (Ferguson) Glasgow had a bounded, possibly plausible maternal age (50) at the subject's birth (+3)","the subject's given name Sarah recurs below 2 independent child branches of candidate's child James Glasgow (Robert Glasgow branch: Sarah Marion Olive Glasgow; Sarah Anne Glasgow branch: Sarah Anne Glasgow) (+14; catalogue rarity 0, Sarah in 95 profiles; grandchild-level echo, supports investigating the subject as that child's missing sibling)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)","candidate's household recorded Elenor Glasgow in Ballynasollus, Kildress, Cookstown, County Tyrone, Ireland, United Kingdom within 7 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named Sarah Glasgow (Glasgow-1736) 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","contemporaneous household conflict","household chronology","missing-sibling descendant echo","spouse chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Butts-2296","name":"Rebecca (Butts) Glasgow","catalogue_id":"butts-2296","html_url":"/people/butts-2296.html","birth_year":1838,"death_year":null,"gender":"Female","age_gap":35,"age_gap_label":"35 years","role":"possible mother","locations":["North Carolina, United States"],"score":44,"classification":"moderate lead","reasons":["plausible 35-year parent-child age gap (+18)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1857–1880) (+6; other parent Samuel Andrew Jackson Glasgow)","same-couple children George Glasgow (1869) and Lavina Glasgow (1876) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 7-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)"],"conflicts":["candidate already has another child named Sarah Glasgow (Glasgow-2279) 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","birth-order gap","local same-spouse child window","spouse-specific child window","undated locality"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-2277","name":"Samuel Andrew Jackson Glasgow","html_url":"/people/glasgow-2277.html"}},{"id":"Mitchell-42015","name":"Jane (Mitchell) Glassgo","catalogue_id":"mitchell-42015","html_url":"/people/mitchell-42015.html","birth_year":1835,"death_year":null,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["North Carolina, United States"],"score":44,"classification":"moderate lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1858–1879) (+6; other parent John Glassgo)","same-couple children Jack Glassgo (1872) and Thomas Glassgo (1874) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","local same-spouse child window","spouse-specific child window","undated locality"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glassgo-3","name":"John Glassgo","html_url":"/people/glassgo-3.html"}},{"id":"Moore-97554","name":"Mary Barnhill (Moore) Glasgow","catalogue_id":"moore-97554","html_url":"/people/moore-97554.html","birth_year":1844,"death_year":null,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["North Carolina, United States"],"score":35,"classification":"weak lead","reasons":["plausible 29-year parent-child age gap (+18)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 4 years of the subject (+1)","candidate has another child, Annie Clayton Glasgow, born 4 years from the subject in the same specific birth locality (+6; possible sibling-household clue)"],"conflicts":[],"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","undated locality"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Todd-17224","name":"Sarah Jane (Todd) Glasgow","catalogue_id":"todd-17224","html_url":"/people/todd-17224.html","birth_year":1854,"death_year":1933,"gender":"Female","age_gap":19,"age_gap_label":"19 years","role":"possible mother","locations":["Laurens, South Carolina, United States","Franklin, Alabama, United States"],"score":23,"classification":"weak lead","reasons":["plausible 19-year parent-child age gap (+18)","weak broad-area overlap: carolina (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","candidate and subject share the given name Sarah (+4; weak direct parent-child name recurrence, 95 public profiles)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","broad geography","same-sex generational naming"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-2279","name":"Sarah Glasgow","catalogue_id":"glasgow-2279","html_url":"/people/glasgow-2279.html","birth_year":1859,"death_year":null,"gender":"Female","age_gap":14,"age_gap_label":"nominally 14 years; approximate dates permit about 15–24 years","role":"possible mother","locations":["North Carolina, United States"],"score":18,"classification":"weak lead","reasons":["the nominal 14-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–24 years) (+4)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; grouping is not kinship evidence)","candidate and subject share the given name Sarah (+4; weak direct parent-child name recurrence, 95 public profiles)"],"conflicts":["parentage requires the approximate birth estimate to be early enough (no deduction)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","same-sex generational naming","undated locality"],"indirect_factor_count":3,"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."}}