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Glasgow","birth_year":1827,"death_year":null,"gender":"Male","parent_ids":["Glasgow-971","Smith-228705"],"html_url":"/people/glasgow-1205.html"},{"id":"Glasgow-969","name":"William James Glasgow","birth_year":1832,"death_year":1886,"gender":"Male","parent_ids":["Glasgow-971","Smith-228705"],"html_url":"/people/glasgow-969.html"}],"earliest_dated_son":{"id":"Glasgow-1205","name":"John George Glasgow","given":"john","given_tokens":["john","george"],"gender":"Male","birth_year":1827,"birth_place":"Barony, Lanarkshire, Scotland, United Kingdom","death_year":null,"parent_ids":["Glasgow-971","Smith-228705"],"html_url":"/people/glasgow-1205.html"},"earliest_dated_daughter":{"id":"Glasgow-1203","name":"Jessy Glasgow","given":"jessy","given_tokens":["jessy"],"gender":"Female","birth_year":1820,"birth_place":null,"death_year":null,"parent_ids":["Glasgow-971","Smith-228705"],"html_url":"/people/glasgow-1203.html"},"second_dated_son":{"id":"Glasgow-969","name":"William James Glasgow","given":"william","given_tokens":["william","james"],"gender":"Male","birth_year":1832,"birth_place":"County Cork, Ireland, United Kingdom","death_year":1886,"parent_ids":["Glasgow-971","Smith-228705"],"html_url":"/people/glasgow-969.html"},"second_dated_daughter":{"id":"Glasgow-1303","name":"Janet Glasgow","given":"janet","given_tokens":["janet"],"gender":"Female","birth_year":1829,"birth_place":"Barony, Lanarkshire, Scotland, United Kingdom","death_year":null,"parent_ids":["Glasgow-971","Smith-228705"],"html_url":"/people/glasgow-1303.html"},"third_dated_son":null,"third_dated_daughter":null,"naming_controls":{"matches":1,"mismatches":0,"factor":1.15,"details":["known in-law position matches (William James Glasgow)"]},"candidates":[{"id":"Jack-2557","name":"Elizabeth (Jack) Glasgow","catalogue_id":"jack-2557","html_url":"/people/jack-2557.html","birth_year":1771,"death_year":1802,"gender":"Female","age_gap":21,"age_gap_label":"21 years","role":"possible mother","locations":["Lanarkshire, Scotland","Glasgow, Lanarkshire, Scotland, United Kingdom","Lanarkshire — exact locality unproved"],"score":43,"classification":"moderate lead","reasons":["plausible 21-year parent-child age gap (+18)","candidate's birth is 49 years before the subject's earliest dated child (1820), a compatible grandparent-generation interval (+4)","weak broad-area overlap: lanarkshire (+1; not a locality match)","subject's birth fits between children attributed to the same parental couple (1790–1801) (+6; other parent Robert Glasgow)","same-couple children Mary Glasgow (1790) and William Glasgow (1795) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 5-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","birth-order gap","broad geography","local same-spouse child window","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-1530","name":"Robert Glasgow","html_url":"/people/glasgow-1530.html"}},{"id":"McNutt-600","name":"Rebecca Anderson (McNutt) Glasgow","catalogue_id":"mcnutt-600","html_url":"/people/mcnutt-600.html","birth_year":1755,"death_year":1818,"gender":"Female","age_gap":37,"age_gap_label":"37 years","role":"possible mother","locations":["Lexington, Rockbridge, Virginia","Lexington, Rockbridge, Virginia, United States"],"score":35,"classification":"weak lead","reasons":["plausible 37-year parent-child age gap (+18)","candidate's birth is 65 years before the subject's earliest dated child (1820), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1783–1793) (+6; other parent Arthur Glasgow)","a candidate spouse matches the first dated son John George Glasgow, the expected father position (+3; John in 280 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Francis +14 (11 public profiles; subject branch: Francis Bernard Glasgow; candidate branch: Francis Thomas Glasgow Sr., Francis Thomas Glasgow Jr.; +2 repetition bonus); Arthur +12 (11 public profiles; subject branch: Arthur Harold Glasgow; candidate branch: Arthur Graham Glasgow); Alexander +7 (59 public profiles; subject branch: Alexander John Glasgow, Alexander Glasgow Esq; candidate branch: Alexander McNutt Glasgow, Alexander Glasgow; +4 repetition bonus) (+41 total including +8 multi-name bonus)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)","candidate's household recorded Robert Arthur Glasgow in Rockbridge County, Virginia, United States within 0 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","contemporaneous household conflict","rare branch-name recurrence","rare name bundle","sex-aware ordered naming","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-649","name":"Arthur Glasgow","html_url":"/people/glasgow-649.html"}},{"id":"Arthur-2480","name":"Mary Arthur","catalogue_id":"arthur-2480","html_url":"/people/arthur-2480.html","birth_year":1774,"death_year":1859,"gender":"Female","age_gap":18,"age_gap_label":"18 years","role":"possible mother","locations":["Ireland","Londonderry, Guernsey, Ohio, United States","Inishrush","Ireland — exact locality unproved"],"score":33,"classification":"weak lead","reasons":["plausible 18-year parent-child age gap (+18)","candidate's birth is 46 years before the subject's earliest dated child (1820), a compatible grandparent-generation interval (+4)","a known child was born within 7 years of the subject (+1)","a candidate spouse matches the first dated son John George Glasgow, the expected father position (+3; John in 280 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Arthur +14 (11 public profiles; subject branch: Arthur Harold Glasgow; candidate branch: Arthur Glasgow, Arthur Neal Glasgow; +2 repetition bonus); Rose +14 (9 public profiles; subject branch: Rose Mary (Glasgow) Broad; candidate branch: Rose May Glasgow, Rose Glasgow; +2 repetition bonus) (+32 total including +4 multi-name bonus)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","household chronology","rare branch-name recurrence","rare name bundle","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Glasgow-3300","name":"Barbara (Glasgow) Carswell","catalogue_id":"glasgow-3300","html_url":"/people/glasgow-3300.html","birth_year":1774,"death_year":null,"gender":"Female","age_gap":18,"age_gap_label":"18 years","role":"possible mother","locations":["Glasgow, Lanarkshire, Scotland","Glasgow"],"score":32,"classification":"weak lead","reasons":["plausible 18-year parent-child age gap (+18)","candidate's birth is 46 years before the subject's earliest dated child (1820), a compatible grandparent-generation interval (+4)","weak broad-area overlap: lanarkshire (+1; not a locality match)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Alexander +5 (59 public profiles; niece/nephew Alexander Glasgow, niece/nephew Alexander Glasgow Esq; +2 repetition bonus); Janet +3 (43 public profiles; niece/nephew Janet Glasgow) (+8 total)","candidate's parents' names recur among the subject's grandchildren: Alexander +1 (+1 total; weak multigeneration clue)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","broad geography","collateral naming","great-grandparent name echo","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-3071","name":"Janet Glasgow","catalogue_id":"glasgow-3071","html_url":"/people/glasgow-3071.html","birth_year":1763,"death_year":1793,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["Glasgow, Lanarkshire, Scotland","Glasgow"],"score":30,"classification":"weak lead","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 57 years before the subject's earliest dated child (1820), a compatible grandparent-generation interval (+4)","weak broad-area overlap: lanarkshire (+1; not a locality match)","candidate's name matches the second dated daughter Janet Glasgow, the expected mother position for a male subject (+7; catalogue rarity 1, Janet in 43 profiles)","family naming controls: 1 supporting and 0 conflicting known positions (already reflected in naming weight)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","broad geography","sex-aware ordered naming","tradition validation","two-generation chronology"],"indirect_factor_count":5,"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."}}