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recurrence, 278 public profiles)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","same-sex generational naming","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-1983","name":"Robert Glasgow","catalogue_id":"glasgow-1983","html_url":"/people/glasgow-1983.html","birth_year":1763,"death_year":1835,"gender":"Male","age_gap":31,"age_gap_label":"31 years","role":"possible father","locations":["Ireland","Newberry, South Carolina, United States","County Antrim — exact locality unproved"],"score":25,"classification":"weak lead","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 68 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1785–1808) (+6; other parent Elizabeth (Kinard) Glasgow)","known spouse Elizabeth (Kinard) Glasgow had a plausible maternal age (31) at the subject's birth (+7)","uncommon given names recur in both otherwise distinct descendant branches: Edward +12 (13 public profiles; subject branch: Edward Henry Glasgow; candidate branch: Edward Buchanan Glasgow) (+12 total)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate's household recorded Robert Glasgow in South Carolina, United States 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","rare branch-name recurrence","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Kinard-572","name":"Elizabeth (Kinard) Glasgow","html_url":"/people/kinard-572.html"}},{"id":"Glasgow-822","name":"John Glasgow","catalogue_id":"glasgow-822","html_url":"/people/glasgow-822.html","birth_year":1767,"death_year":1851,"gender":"Male","age_gap":27,"age_gap_label":"27 years","role":"possible father","locations":["Ireland","Guernsey County, Ohio, United States","Drumlamph townland","Inishrush"],"score":21,"classification":"weak lead","reasons":["plausible 27-year parent-child age gap (+18)","candidate's birth is 64 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","a known child was born within 5 years of the subject (+1)","known spouse Mary Arthur had a plausible maternal age (20) at the subject's birth (+7)","candidate and subject share the given name John (+4; weak direct parent-child name recurrence, 278 public profiles)","descendant branches share only a broad migration destination country (+1; weak alone): united states"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate already has another child named John Glasgow (Glasgow-1617) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","broad migration","household chronology","same-sex generational naming","spouse chronology","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Unknown-714836","name":"Judith (Unknown) Glasgow","catalogue_id":"unknown-714836","html_url":"/people/unknown-714836.html","birth_year":1767,"death_year":1812,"gender":"Female","age_gap":27,"age_gap_label":"27 years","role":"possible mother","locations":["Nottingham, West Nottingham Township, Chester, Pennsylvania"],"score":25,"classification":"weak lead","reasons":["plausible 27-year parent-child age gap (+18)","candidate's birth is 64 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","a candidate spouse matches the first dated son Samuel William Glasgow, the expected father position (+3; Samuel in 79 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":"Stephenson-7559","name":"Mary (Stephenson) Glasgow","catalogue_id":"stephenson-7559","html_url":"/people/stephenson-7559.html","birth_year":1749,"death_year":null,"gender":"Female","age_gap":45,"age_gap_label":"45 years","role":"possible mother","locations":["Maryland"],"score":17,"classification":"weak lead","reasons":["possible 45-year parent-child age gap (+10)","candidate's birth is 82 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","a candidate spouse matches the first dated son Samuel William Glasgow, the expected father position (+3; Samuel in 79 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-2057","name":"Ann Glasgow Little","catalogue_id":"glasgow-2057","html_url":"/people/glasgow-2057.html","birth_year":1779,"death_year":1862,"gender":"Female","age_gap":15,"age_gap_label":"15 years","role":"possible mother","locations":["County Tyrone, Ireland","Drumearn, Derryloran, County Tyrone, Ireland, United Kingdom","Drumearn townland"],"score":16,"classification":"weak lead","reasons":["possible 15-year parent-child age gap (+10)","candidate's birth is 52 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","uncommon given names recur in both otherwise distinct descendant branches: Matilda +12 (14 public profiles; subject branch: Matilda Glasgow; candidate branch: Matilda (Little) Glasgow) (+12 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":"Blair-3693","name":"Sarah (Blair) Glasgow","catalogue_id":"blair-3693","html_url":"/people/blair-3693.html","birth_year":1757,"death_year":1840,"gender":"Female","age_gap":37,"age_gap_label":"37 years","role":"possible mother","locations":["Ireland","Allegheny, Pennsylvania, United States","County Antrim — exact locality unproved"],"score":16,"classification":"weak lead","reasons":["plausible 37-year parent-child age gap (+18)","candidate's birth is 74 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","a known child was born within 2 years of the subject (+3)","candidate's name matches the second dated daughter Sarah Ann (Glasgow) Sloan, the expected mother position for a male subject (+4; catalogue rarity 0, Sarah in 98 profiles)","descendant branches share only a broad migration destination country (+1; weak alone): united states"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate already has another child named John Glasgow (Glasgow-209) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","broad migration","household chronology","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Barclay-56","name":"Rosannah (Barclay) Glasgow","catalogue_id":"barclay-56","html_url":"/people/barclay-56.html","birth_year":1756,"death_year":1807,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["Londonderry, County Londonderry, Ireland","Adams County, Ohio, USA","County Londonderry — exact locality unproved"],"score":14,"classification":"weak lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 75 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1776–1799) (+6; other parent Robert Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Edward +12 (13 public profiles; subject branch: Edward Henry Glasgow; candidate branch: Edward Lincoln Glasgow) (+12 total)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate's household recorded Phoebe (Glasgow) Finley in Rockbridge, Virginia, United States within 1 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named John M Glasgow (Glasgow-1965) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","contemporaneous household conflict","rare branch-name recurrence","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-12","name":"Robert Glasgow","html_url":"/people/glasgow-12.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."}}