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grandparent-generation interval (+4)","weak broad-area overlap: arkansas (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","known spouse Laura (Karnes) Glasgow had a plausible maternal age (28) at the subject's birth (+7)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Charles +8 (26 public profiles; niece/nephew Charles Glasgow) (+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","collateral naming","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-3248","name":"Charles McKee Glasgow","catalogue_id":"glasgow-3248","html_url":"/people/glasgow-3248.html","birth_year":1882,"death_year":1975,"gender":"Male","age_gap":20,"age_gap_label":"20 years","role":"possible father","locations":["Arkansas"],"score":31,"classification":"weak lead","reasons":["plausible 20-year parent-child age gap (+18)","candidate's birth is 51 years before the subject's earliest dated child (1933), a compatible grandparent-generation interval (+4)","weak broad-area overlap: arkansas (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","candidate's name matches the first dated son Charles Glasgow, the expected father position for a male subject (+8; catalogue rarity 3, Charles in 26 profiles)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasco-18","name":"George Glasco","catalogue_id":"glasco-18","html_url":"/people/glasco-18.html","birth_year":1857,"death_year":null,"gender":"Male","age_gap":45,"age_gap_label":"45 years","role":"possible father","locations":["District Of Columbia"],"score":30,"classification":"weak lead","reasons":["plausible 45-year parent-child age gap (+18)","candidate's birth is 76 years before the subject's earliest dated child (1933), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Charles +8 (26 public profiles; sibling Charles Glasco) (+8 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":3,"factors":["age","collateral naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-223","name":"Charles Colson Glasgow","catalogue_id":"glasgow-223","html_url":"/people/glasgow-223.html","birth_year":1854,"death_year":1904,"gender":"Male","age_gap":48,"age_gap_label":"48 years","role":"possible father","locations":["Lyon, Kentucky, United States","Lyon, Kentucky, USA"],"score":27,"classification":"weak lead","reasons":["possible 48-year parent-child age gap (+10)","candidate's birth is 79 years before the subject's earliest dated child (1933), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","known spouse Ferbie E Glasgow had a plausible maternal age (26) at the subject's birth (+7)","candidate's name matches the first dated son Charles Glasgow, the expected father position for a male subject (+8; catalogue rarity 3, Charles in 26 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Charles +8 (26 public profiles; subject branch: Charles Glasgow; candidate branch: Charles Nelson Glasgow) (+8 total)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","rare branch-name recurrence","sex-aware ordered naming","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-323","name":"Nannie M Glasgow","catalogue_id":"glasgow-323","html_url":"/people/glasgow-323.html","birth_year":1863,"death_year":1904,"gender":"Female","age_gap":39,"age_gap_label":"39 years","role":"possible mother","locations":["Eddyville, Lyon, Kentucky, United States","Poinsett, Arkansas, United States","Eddyville, Lyon, Kentucky, USA"],"score":41,"classification":"moderate lead","reasons":["plausible 39-year parent-child age gap (+18)","candidate's birth is 70 years before the subject's earliest dated child (1933), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: poinsett (+6)","same research cluster (+0; grouping is not kinship evidence)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Charles +8 (26 public profiles; sibling Charles Colson Glasgow) (+8 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","collateral naming","indirect multi-factor convergence","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-205","name":"Martha Glasgow","catalogue_id":"glasgow-205","html_url":"/people/glasgow-205.html","birth_year":1872,"death_year":1966,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["Arkansas, United States","Arkansas, USA"],"score":31,"classification":"weak lead","reasons":["plausible 30-year parent-child age gap (+18)","candidate's birth is 61 years before the subject's earliest dated child (1933), a compatible grandparent-generation interval (+4)","weak broad-area overlap: arkansas (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Charles +8 (26 public profiles; niece/nephew Charles Glasgow) (+8 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-812","name":"Emma Jane (Glasgow) Mills","catalogue_id":"glasgow-812","html_url":"/people/glasgow-812.html","birth_year":1866,"death_year":1923,"gender":"Female","age_gap":36,"age_gap_label":"36 years","role":"possible mother","locations":["Arkansas, United States","Noble, Oklahoma, United States"],"score":31,"classification":"weak lead","reasons":["plausible 36-year parent-child age gap (+18)","candidate's birth is 67 years before the subject's earliest dated child (1933), a compatible grandparent-generation interval (+4)","weak broad-area overlap: arkansas (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Charles +8 (26 public profiles; niece/nephew Charles Glasgow) (+8 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-2236","name":"Nancy Elvira (Glasgow) Rownd","catalogue_id":"glasgow-2236","html_url":"/people/glasgow-2236.html","birth_year":1862,"death_year":1944,"gender":"Female","age_gap":40,"age_gap_label":"40 years","role":"possible mother","locations":["Washington, Iowa, United States","Pasadena, Los Angeles, California, United States"],"score":31,"classification":"weak lead","reasons":["plausible 40-year parent-child age gap (+18)","candidate's birth is 71 years before the subject's earliest dated child (1933), a compatible grandparent-generation interval (+4)","weak broad-area overlap: california (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Charles +8 (26 public profiles; niece/nephew Charles Stewart Glasgow) (+8 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":"Eckman-96","name":"Anna L (Eckman) Glasgow","catalogue_id":"eckman-96","html_url":"/people/eckman-96.html","birth_year":1871,"death_year":1928,"gender":"Female","age_gap":31,"age_gap_label":"31 years","role":"possible mother","locations":["Butler County, PA"],"score":30,"classification":"weak lead","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1933), 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 (1892–1904) (+6; other parent Charles Barnes Glasgow)","a candidate spouse matches the first dated son Charles Glasgow, the expected father position (+6; Charles in 26 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Charles +8 (26 public profiles; subject branch: Charles Glasgow; candidate branch: Charles Alfred Glasgow) (+8 total)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","candidate's household recorded Charles Alfred Glasgow in Braddock, Allegheny, Pennsylvania, United States within 2 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","contemporaneous household conflict","rare branch-name recurrence","sex-aware ordered naming","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-465","name":"Charles Barnes Glasgow","html_url":"/people/glasgow-465.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."}}