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not a locality match)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 3 years of the subject (+3)","known spouse Margaret Elizabeth (Branch) Glasgow had a plausible maternal age (23) 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","broad geography","household chronology","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"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":44,"age_gap_label":"44 years","role":"possible father","locations":["Belmont County, Ohio, United States","Moundsville, Marshall County, West Virginia, United States","Belmont County, Ohio, USA"],"score":31,"classification":"chronology-only fallback","reasons":["plausible 44-year parent-child age gap (+18)","candidate's birth is 72 years before the subject's earliest dated child (1927), a compatible grandparent-generation interval (+4)","weak broad-area overlap: virginia (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 8 years of the subject (+1)","known spouse Lauretta Ann (Brutchey) Glasgow had a plausible maternal age (41) 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","broad geography","household chronology","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-2657","name":"Francis Thomas Glasgow","catalogue_id":"glasgow-2657","html_url":"/people/glasgow-2657.html","birth_year":1854,"death_year":1927,"gender":"Male","age_gap":45,"age_gap_label":"45 years","role":"possible father","locations":["Fincastle, Botetourt, Virginia, United States","Lexington, Rockbridge, Virginia, United States"],"score":30,"classification":"chronology-only fallback","reasons":["plausible 45-year parent-child age gap (+18)","candidate's birth is 73 years before the subject's earliest dated child (1927), a compatible grandparent-generation interval (+4)","weak broad-area overlap: virginia (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","known spouse Grace Woodson (McPheeters) Glasgow had a plausible maternal age (43) at the subject's birth (+7)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","spouse chronology","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Beck-11973","name":"Julia Ann (Beck) Glasgow","catalogue_id":"beck-11973","html_url":"/people/beck-11973.html","birth_year":1861,"death_year":1934,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["Columbus Township, Bartholomew, Indiana, United States"],"score":22,"classification":"weak lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 66 years before the subject's earliest dated child (1927), a compatible grandparent-generation interval (+4)","same research cluster (+0; 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Hugh in 37 profiles)"],"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":3,"factors":["age","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Matthews-18002","name":"Maud Ella (Matthews) Glasgow","catalogue_id":"matthews-18002","html_url":"/people/matthews-18002.html","birth_year":1857,"death_year":null,"gender":"Female","age_gap":42,"age_gap_label":"42 years","role":"possible mother","locations":["Nova Scotia, Canada"],"score":0,"classification":"weak lead","reasons":["possible 42-year parent-child age gap (+10)","candidate's birth is 70 years before the subject's earliest dated child (1927), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a candidate spouse matches the first dated son Hugh Thomas Glasco, the expected father position (+4; Hugh in 37 profiles)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-2382","name":"Elizabeth (Glasgow) Walkinshaw","catalogue_id":"glasgow-2382","html_url":"/people/glasgow-2382.html","birth_year":1851,"death_year":null,"gender":"Female","age_gap":48,"age_gap_label":"48 years","role":"possible mother","locations":["Pennsylvania, United States","Iowa, United States"],"score":0,"classification":"weak lead","reasons":["less typical 48-year parent-child age gap (+2)","candidate's birth is 76 years before the subject's earliest dated child (1927), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a candidate spouse matches the first dated son Hugh Thomas Glasco, the expected father position (+4; Hugh in 37 profiles)"],"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":3,"factors":["age","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Coulter-3847","name":"Mary Agnes (Coulter) Glasgow","catalogue_id":"coulter-3847","html_url":"/people/coulter-3847.html","birth_year":1839,"death_year":null,"gender":"Female","age_gap":60,"age_gap_label":"60 years","role":"possible mother","locations":["St. John, New Brunswick"],"score":0,"classification":"weak lead","reasons":["candidate's birth is 88 years before the subject's earliest dated child (1927), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a candidate spouse matches the first dated son Hugh Thomas Glasco, the expected father position (+4; Hugh in 37 profiles)"],"conflicts":["chronologically conflicting 60-year parent-child age gap (−8)","locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","subject lies more than 20 years from the candidate's known child-bearing period (−6; children may be missing)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","sex-aware ordered naming","two-generation chronology"],"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."}}
