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common given name (+2; Scottish grandparent-name pattern, William in 223 public profiles; WikiTree: relationship status unmarked; weak alone)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","candidate's household recorded Mary Ann Glasgow in Adams, Ohio, United States within 2 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named William Wallace Glasgow (Glasgow-2232) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","collateral naming","common grandparent birth-order naming","contemporaneous household conflict","same-sex generational naming","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Wright-55176","name":"Margaret Ann (Wright) Glasgow","html_url":"/people/wright-55176.html"}},{"id":"Glasgow-3495","name":"Andrew Glasgow","catalogue_id":"glasgow-3495","html_url":"/people/glasgow-3495.html","birth_year":1814,"death_year":null,"gender":"Male","age_gap":29,"age_gap_label":"29 years","role":"possible father","locations":["Ireland, United Kingdom","Philadelphia, Pennsylvania, United States","Ireland — exact locality unproved"],"score":20,"classification":"competing linked parent","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 70 years before the subject's earliest dated child (1884), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1842–1846) (+6; other parent Mary (Unknown) Glasgow)","known spouse Mary (Unknown) Glasgow had a plausible maternal age (19) at the subject's birth (+7)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Unknown-719760","name":"Mary (Unknown) Glasgow","html_url":"/people/unknown-719760.html"}},{"id":"Glasgow-1926","name":"Mary Ann (Glasgow) Wright","catalogue_id":"glasgow-1926","html_url":"/people/glasgow-1926.html","birth_year":1822,"death_year":1852,"gender":"Female","age_gap":21,"age_gap_label":"21 years","role":"possible mother","locations":["Adams, Ohio, United States"],"score":19,"classification":"competing linked parent","reasons":["plausible 21-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1884), 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): Frances +12 (14 public profiles; niece/nephew Frances Emeline (Glasgow) Van Eman) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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-1939","name":"Sussana H. (Glasgow) Stevenson","catalogue_id":"glasgow-1939","html_url":"/people/glasgow-1939.html","birth_year":1820,"death_year":1846,"gender":"Female","age_gap":23,"age_gap_label":"23 years","role":"possible mother","locations":["Adams, Ohio, United States"],"score":19,"classification":"competing linked parent","reasons":["plausible 23-year parent-child age gap (+18)","candidate's birth is 64 years before the subject's earliest dated child (1884), 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): Frances +12 (14 public profiles; niece/nephew Frances Emeline (Glasgow) Van Eman) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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-1937","name":"Celina Shelby (Glasgow) Burns","catalogue_id":"glasgow-1937","html_url":"/people/glasgow-1937.html","birth_year":1816,"death_year":1844,"gender":"Female","age_gap":27,"age_gap_label":"27 years","role":"possible mother","locations":["Scott Township, Adams, Ohio, United States"],"score":19,"classification":"competing linked parent","reasons":["plausible 27-year parent-child age gap (+18)","candidate's birth is 68 years before the subject's earliest dated child (1884), 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): Frances +12 (14 public profiles; niece/nephew Frances Emeline (Glasgow) Van Eman) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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-564","name":"Hadassah Dryden (Glasgow) Montgomery","catalogue_id":"glasgow-564","html_url":"/people/glasgow-564.html","birth_year":1814,"death_year":1892,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["Scott, Adams County, Ohio, United States","Linton, Allamakee County, Iowa, United States"],"score":19,"classification":"competing linked parent","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 70 years before the subject's earliest dated child (1884), 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): Frances +12 (14 public profiles; niece/nephew Frances Emeline (Glasgow) Van Eman) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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":"Lowry-2978","name":"Margaret Taylor (Lowry) Glasgow","catalogue_id":"lowry-2978","html_url":"/people/lowry-2978.html","birth_year":1814,"death_year":1890,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["Rockbridge, Virginia, USA","Washington, Iowa, USA"],"score":19,"classification":"competing linked parent","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 70 years before the subject's earliest dated child (1884), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","uncommon given names recur in both otherwise distinct descendant branches: Frances +12 (14 public profiles; subject branch: Frances Florence (Glasgow) Thomson; candidate branch: Frances Emeline (Glasgow) Van Eman) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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","rare branch-name recurrence","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."}}