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grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1876–1893) (+6; other parent Mary Ellen (Colson) Glasgow)","known spouse Mary Ellen (Colson) Glasgow had a plausible maternal age (37) at the subject's birth (+7)","candidate's other children share uncommon given names with the subject's recorded siblings: Maude +14 (5 public profiles) (+14 total)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","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 sibling-name pattern","spouse chronology","spouse-specific child window"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Colson-290","name":"Mary Ellen (Colson) Glasgow","html_url":"/people/colson-290.html"}},{"id":"Glasgow-980","name":"David Drummond Glasgow","catalogue_id":"glasgow-980","html_url":"/people/glasgow-980.html","birth_year":1855,"death_year":1929,"gender":"Male","age_gap":35,"age_gap_label":"35 years","role":"possible father","locations":["Belmont County, Ohio, United States","Moundsville, Marshall County, West Virginia, United States","Belmont County, Ohio, USA"],"score":17,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","weak broad-area overlap: ohio (+1; 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not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1877–1891) (+6; other parent Josephine (Jackson) Glasgow)","known spouse Rebecca (Lytle) Glasgow had a plausible maternal age (36) at the subject's birth (+7)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","spouse chronology","spouse-specific child window"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Jackson-20214","name":"Josephine (Jackson) Glasgow","html_url":"/people/jackson-20214.html"}},{"id":"Glasgow-1954","name":"James Owen Glasgow","catalogue_id":"glasgow-1954","html_url":"/people/glasgow-1954.html","birth_year":1846,"death_year":1923,"gender":"Male","age_gap":44,"age_gap_label":"44 years","role":"possible father","locations":["Ohio, United States","Russell, Kansas, United States"],"score":17,"classification":"competing linked parent","reasons":["plausible 44-year parent-child age gap (+18)","same broad administrative area only (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1887–1893) (+6; other parent America Ellen (Giles) Glasgow)","known spouse America Ellen (Giles) Glasgow had a plausible maternal age (37) at the subject's birth (+7)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","spouse chronology","spouse-specific child window"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Giles-6324","name":"America Ellen (Giles) Glasgow","html_url":"/people/giles-6324.html"}},{"id":"Glasgow-2387","name":"Adam Glasgow","catalogue_id":"glasgow-2387","html_url":"/people/glasgow-2387.html","birth_year":1841,"death_year":1907,"gender":"Male","age_gap":49,"age_gap_label":"49 years","role":"possible father","locations":["Guernsey, Ohio, United States","Nuckolls, Nebraska, United States"],"score":17,"classification":"competing linked parent","reasons":["possible 49-year parent-child age gap (+10)","weak broad-area overlap: ohio (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1873–1893) (+6; other parent Rebecca Anna (Myers) Glasgow)","known spouse Rebecca Anna (Myers) Glasgow had a plausible maternal age (38) at the subject's birth (+7)","candidate's other children share uncommon given names with the subject's recorded siblings: Arthur +12 (11 public profiles) (+12 total)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","candidate already has another child named Jane Florence Glasgow (Glasgow-2393) 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","broad geography","rare sibling-name pattern","spouse chronology","spouse-specific child window"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Myers-21787","name":"Rebecca Anna (Myers) Glasgow","html_url":"/people/myers-21787.html"}},{"id":"Caskey-767","name":"Lurissa Jane (Caskey) Glasgow","catalogue_id":"caskey-767","html_url":"/people/caskey-767.html","birth_year":1859,"death_year":1926,"gender":"Female","age_gap":31,"age_gap_label":"31 years","role":"possible mother","locations":["Adams, Ohio, United States"],"score":22,"classification":"competing linked parent","reasons":["plausible 31-year parent-child age gap (+18)","weak broad-area overlap: ohio (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1886–1895) (+6; other parent Robert Arthur Glasgow)","candidate's other children share uncommon given names with the subject's recorded siblings: Arthur +12 (11 public profiles) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","rare sibling-name pattern","spouse-specific child window"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasgow-1632","name":"Robert Arthur Glasgow","html_url":"/people/glasgow-1632.html"}},{"id":"Colson-290","name":"Mary Ellen (Colson) Glasgow","catalogue_id":"colson-290","html_url":"/people/colson-290.html","birth_year":1853,"death_year":null,"gender":"Female","age_gap":37,"age_gap_label":"37 years","role":"possible mother","locations":["Tennessee, USA"],"score":13,"classification":"competing linked parent","reasons":["plausible 37-year parent-child age gap (+18)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1876–1893) (+6; other parent Charles Colson Glasgow)","candidate's other children share uncommon given names with the subject's recorded siblings: Maude +14 (5 public profiles) (+14 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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":3,"factors":["age","rare sibling-name pattern","spouse-specific child window"],"indirect_factor_count":2,"suggested_co_parent":{"id":"Glasgow-223","name":"Charles Colson Glasgow","html_url":"/people/glasgow-223.html"}},{"id":"Brutchey-7","name":"Lauretta Ann (Brutchey) Glasgow","catalogue_id":"brutchey-7","html_url":"/people/brutchey-7.html","birth_year":1858,"death_year":1956,"gender":"Female","age_gap":32,"age_gap_label":"32 years","role":"possible mother","locations":["Frederick County, Maryland, USA","Cleveland, Cuyahoga County, Ohio, USA"],"score":10,"classification":"competing linked parent","reasons":["plausible 32-year parent-child age gap (+18)","weak broad-area overlap: ohio (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1877–1891) (+6; other parent David Drummond Glasgow)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","broad geography","spouse-specific child window"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasgow-980","name":"David Drummond Glasgow","html_url":"/people/glasgow-980.html"}},{"id":"Jackson-20214","name":"Josephine (Jackson) Glasgow","catalogue_id":"jackson-20214","html_url":"/people/jackson-20214.html","birth_year":1852,"death_year":1916,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["Westboro, Clinton County, Ohio","Whittier, Los Angeles, California, USA"],"score":10,"classification":"competing linked parent","reasons":["plausible 38-year parent-child age gap (+18)","weak broad-area overlap: ohio (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1877–1891) (+6; other parent William Bebb Glasgow)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","broad geography","spouse-specific child window"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasgow-616","name":"William Bebb Glasgow","html_url":"/people/glasgow-616.html"}},{"id":"Fenton-3960","name":"Nancy Ellen (Fenton) Glasgow","catalogue_id":"fenton-3960","html_url":"/people/fenton-3960.html","birth_year":1851,"death_year":1899,"gender":"Female","age_gap":39,"age_gap_label":"39 years","role":"possible mother","locations":["Brown, Ohio, United States","Winchester Township, Adams, Ohio, United States"],"score":10,"classification":"competing linked parent","reasons":["plausible 39-year parent-child age gap (+18)","weak broad-area overlap: ohio (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1884–1892) (+6; other parent John Smiley Glasgow)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","broad geography","spouse-specific child window"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasgow-1630","name":"John Smiley Glasgow","html_url":"/people/glasgow-1630.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."}}