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between children attributed to the same parental couple (1825–1843) (+6; other parent Eliza Jane (Gilmore) Glasgow)","known spouse Eliza Jane (Gilmore) Glasgow had a plausible maternal age (25) at the subject's birth (+7)","candidate and subject share the given name Robert (+4; weak direct parent-child name recurrence, 164 public 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":5,"factors":["age","same-sex generational naming","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Gilmore-4240","name":"Eliza Jane (Gilmore) Glasgow","html_url":"/people/gilmore-4240.html"}},{"id":"Glasgow-3127","name":"George Mark 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parent","factor_count":4,"factors":["age","sex-aware ordered naming","tradition validation","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-3345","name":"George Glasgow","catalogue_id":"glasgow-3345","html_url":"/people/glasgow-3345.html","birth_year":1792,"death_year":null,"gender":"Male","age_gap":41,"age_gap_label":"41 years","role":"possible father","locations":["Midlothian — exact locality unproved"],"score":27,"classification":"weak lead","reasons":["plausible 41-year parent-child age gap (+18)","candidate's birth is 77 years before the subject's earliest dated child (1869), a compatible grandparent-generation interval (+4)","candidate's name matches the first dated son George Glasgow, the expected father position for a male subject (+5; catalogue rarity 1, George in 59 profiles)","family naming controls: 0 supporting and 1 conflicting known positions (already reflected in naming weight)"],"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":4,"factors":["age","sex-aware ordered naming","tradition validation","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Black-23222","name":"Elizabeth (Black) Glasgow","catalogue_id":"black-23222","html_url":"/people/black-23222.html","birth_year":1817,"death_year":1892,"gender":"Female","age_gap":16,"age_gap_label":"16 years","role":"possible mother","locations":["Ireland","New Brunswick, Canada","County Antrim — exact locality unproved"],"score":18,"classification":"weak lead","reasons":["possible 16-year parent-child age gap (+10)","candidate's birth is 52 years before the subject's earliest dated child (1869), a compatible grandparent-generation interval (+4)","uncommon given names recur in both otherwise distinct descendant branches: Edwin +14 (7 public profiles; subject branch: Edwin Glasgow; candidate branch: Edwin C Glasgow) (+14 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":3,"factors":["age","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-3477","name":"Letitia Glasgow","catalogue_id":"glasgow-3477","html_url":"/people/glasgow-3477.html","birth_year":1790,"death_year":1871,"gender":"Female","age_gap":43,"age_gap_label":"43 years","role":"possible mother","locations":["Ballymoney, County Londonderry, Ireland, United Kingdom","Tamlaght O'Crilly civil parish"],"score":18,"classification":"weak lead","reasons":["possible 43-year parent-child age gap (+10)","candidate's birth is 79 years before the subject's earliest dated child (1869), a compatible grandparent-generation interval (+4)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Edwin +14 (7 public profiles; niece/nephew Edwin C Glasgow) (+14 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":3,"factors":["age","collateral naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Alexander-22579","name":"Sarah (Alexander) Glasgow","catalogue_id":"alexander-22579","html_url":"/people/alexander-22579.html","birth_year":1811,"death_year":null,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Antrim","County Antrim — exact locality unproved"],"score":17,"classification":"weak lead","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 58 years before the subject's earliest dated child (1869), a compatible grandparent-generation interval (+4)","a known child was born within 6 years of the subject (+1)","a candidate spouse matches the first dated son George Glasgow, the expected father position (+4; George in 59 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":4,"factors":["age","household chronology","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-3003","name":"Charlotte Marie Cecilia (Glasgow) Drake","catalogue_id":"glasgow-3003","html_url":"/people/glasgow-3003.html","birth_year":1827,"death_year":1875,"gender":"Female","age_gap":6,"age_gap_label":"nominally 6 years; approximate dates permit about 15–16 years","role":"possible mother","locations":["Rome, Italy"],"score":12,"classification":"weak lead","reasons":["the nominal 6-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–16 years) (+4)","candidate's birth is 42 years before the subject's earliest dated child (1869), a compatible grandparent-generation interval (+4)","a candidate spouse matches the first dated son George Glasgow, the expected father position (+4; George in 59 profiles)"],"conflicts":["parentage requires the approximate birth estimate to be early enough (no deduction)","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","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Lyle-1916","name":"Sarah (Lyle) Glasgow","catalogue_id":"lyle-1916","html_url":"/people/lyle-1916.html","birth_year":1802,"death_year":1874,"gender":"Female","age_gap":31,"age_gap_label":"31 years","role":"possible mother","locations":["Virginia, United States","Promise City, Wayne, Iowa, United States"],"score":12,"classification":"weak lead","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 67 years before the subject's earliest dated child (1869), a compatible grandparent-generation interval (+4)","a known child was born within 5 years of the subject (+1)","uncommon given names recur in both otherwise distinct descendant branches: Edwin +14 (7 public profiles; subject branch: Edwin Glasgow; candidate branch: Edwin Lyle Glasgow) (+14 total)"],"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":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."}}
