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grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1830–1846) (+6; other parent Elizabeth Glasgow)","known spouse Elizabeth Glasgow had a plausible maternal age (30) 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":"Glasgow-3824","name":"Elizabeth Glasgow","html_url":"/people/glasgow-3824.html"}},{"id":"Glasgow-1675","name":"William Glasgow","catalogue_id":"glasgow-1675","html_url":"/people/glasgow-1675.html","birth_year":1799,"death_year":1855,"gender":"Male","age_gap":35,"age_gap_label":"35 years","role":"possible father","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","Sandusky, Ohio, United States","Killycurragh townland — Oritor/Derryloran"],"score":20,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 68 years before the subject's earliest dated child (1867), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1824–1844) (+6; other parent Nancy (Glendinning) Glasgow)","known spouse Nancy (Glendinning) Glasgow had a plausible maternal age (31) 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":"Glendinning-340","name":"Nancy (Glendinning) Glasgow","html_url":"/people/glendinning-340.html"}},{"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":17,"age_gap_label":"17 years","role":"possible mother","locations":["Ireland","New Brunswick, Canada","County Antrim — exact locality unproved"],"score":72,"classification":"strong multi-factor lead","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","possible 17-year parent-child age gap (+10)","candidate's birth is 50 years before the subject's earliest dated child (1867), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: brunswick (+6)","candidate has another child, Edwin C Glasgow, born 15 years from the subject in the same specific birth locality (+2; possible sibling-household clue)","candidate is already linked as parent of 4 exact subject sibling profiles (+28): Edwin C Glasgow, Ada (Glasgow) Atcheson, Alfred Glasgow, Channing Glasgow","the candidate and the subject's linked father Hugh Glasgow are jointly recorded as parents of 4 exact sibling profiles (+14; strong couple-structure clue)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","exact sibling profiles","local sibling birth","parental couple structure","sibling parental couple","two-generation chronology","undated locality"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-3402","name":"Agnes Glasgow","catalogue_id":"glasgow-3402","html_url":"/people/glasgow-3402.html","birth_year":1795,"death_year":null,"gender":"Female","age_gap":39,"age_gap_label":"39 years","role":"possible mother","locations":["Bathgate, Linlithgowshire, Scotland","Linlithgowshire / West Lothian — exact locality unproved"],"score":28,"classification":"weak lead","reasons":["plausible 39-year parent-child age gap (+18)","candidate's birth is 72 years before the subject's earliest dated child (1867), a compatible grandparent-generation interval (+4)","candidate's name matches the second dated daughter Agnes Ella Coulter (Glasgow) Rogers, the expected mother position for a male subject (+6; catalogue rarity 1, Agnes in 46 profiles)"],"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","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-876","name":"Ann Nancy (Glasgow) Campbell","catalogue_id":"glasgow-876","html_url":"/people/glasgow-876.html","birth_year":1788,"death_year":1877,"gender":"Female","age_gap":46,"age_gap_label":"46 years","role":"possible mother","locations":["Rockbridge, Virginia, United States","Adams, Ohio, United States"],"score":27,"classification":"weak lead","reasons":["possible 46-year parent-child age gap (+10)","candidate's birth is 79 years before the subject's earliest dated child (1867), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 8 years of the subject (+1)","uncommon given names recur in both otherwise distinct descendant branches: Minnie +12 (9 public profiles; subject branch: Minnie (Glasgow) Colwell; candidate branch: Minnie Eva Glasgow) (+12 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":4,"factors":["age","household chronology","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Smiley-1506","name":"Jane (Smiley) Glasgow","catalogue_id":"smiley-1506","html_url":"/people/smiley-1506.html","birth_year":1818,"death_year":1879,"gender":"Female","age_gap":16,"age_gap_label":"16 years","role":"possible mother","locations":["Butler, Ohio, United States","Adams, Ohio, United States"],"score":26,"classification":"weak lead","reasons":["possible 16-year parent-child age gap (+10)","candidate's birth is 49 years before the subject's earliest dated child (1867), 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: Minnie +12 (9 public profiles; subject branch: Minnie (Glasgow) Colwell; candidate branch: Minnie Eva Glasgow) (+12 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","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"McCaughan-222","name":"Mary (McCaughan) Glasgow","catalogue_id":"mccaughan-222","html_url":"/people/mccaughan-222.html","birth_year":1817,"death_year":1866,"gender":"Female","age_gap":17,"age_gap_label":"17 years","role":"possible mother","locations":["Lisnagaver, County Antrim, Ireland","County Antrim — exact locality unproved"],"score":25,"classification":"weak lead","reasons":["possible 17-year parent-child age gap (+10)","candidate's birth is 50 years before the subject's earliest dated child (1867), a compatible grandparent-generation interval (+4)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","uncommon given names recur in both otherwise distinct descendant branches: Minnie +12 (9 public profiles; subject branch: Minnie (Glasgow) Colwell; candidate branch: Minnie Glasgow); Agnes +5 (46 public profiles; subject branch: Agnes Ella Coulter (Glasgow) Rogers; candidate branch: Agnes Glasgow, Agnes Glasgow; +2 repetition bonus) (+21 total including +4 multi-name bonus)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","candidate's household recorded Unknown Glasgow in Rasharkin, County Antrim, Ireland within 4 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","contemporaneous household conflict","household chronology","rare branch-name recurrence","rare name bundle","two-generation chronology"],"indirect_factor_count":6,"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."}}