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naming","sibling-household replication","spouse chronology","tradition validation","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-2600","name":"John Glasgow","catalogue_id":"glasgow-2600","html_url":"/people/glasgow-2600.html","birth_year":1784,"death_year":1864,"gender":"Male","age_gap":25,"age_gap_label":"25 years","role":"possible father","locations":["Bathgate, Linlithgowshire, Scotland","Belmont, Ohio, United States","Linlithgowshire / West Lothian — exact locality unproved"],"score":27,"classification":"competing linked parent","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 46 years before the subject's earliest dated child (1830), a compatible grandparent-generation interval (+4)","weak broad-area overlap: ohio (+1; not a locality match)","subject's birth fits within the candidate's overall child-bearing span (1805–1836) (+3; children are not tied to one spouse)","candidate has another child, John Glasgow Jr, born 4 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","known spouse Isabel (Glenn) Glasgow had a plausible maternal age (22) at the subject's birth (+7)","the same sex-aware parent-name position recurs independently in sibling households: Robert Anderson Glasgow → John Smiley Glasgow (+3)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","broad geography","household chronology","local sibling birth","sibling-household replication","spouse chronology","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Glasgow-611","name":"Samuel Glasgow Jr.","catalogue_id":"glasgow-611","html_url":"/people/glasgow-611.html","birth_year":1777,"death_year":1869,"gender":"Male","age_gap":32,"age_gap_label":"32 years","role":"possible father","locations":["Maryland","Salt Creek Township, Davis, Iowa, United States"],"score":26,"classification":"competing linked parent","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 53 years before the subject's earliest dated child (1830), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: township (+6)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1803–1815) (+6; other parent Margaret (Jameson) Glasgow)","known spouse Margaret (Jameson) 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)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","spouse chronology","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Jameson-786","name":"Margaret (Jameson) Glasgow","html_url":"/people/jameson-786.html"}},{"id":"Glasgow-209","name":"John Glasgow","catalogue_id":"glasgow-209","html_url":"/people/glasgow-209.html","birth_year":1780,"death_year":1840,"gender":"Male","age_gap":29,"age_gap_label":"29 years","role":"possible father","locations":["County Londonderry, Ireland","Bakerstown, West Deer Twp, Allegheny Co., Pennsylvania, United States","Portglenone — regional family-tradition reference"],"score":19,"classification":"competing linked parent","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1830), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1807–1821) (+6; other parent Peninnah (Thomas) Glasgow)","candidate has another child, Moses Thomas Glasgow, born 0 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","known spouse Peninnah (Thomas) Glasgow had a plausible maternal age (31) at the subject's birth (+7)","the same sex-aware parent-name position recurs independently in sibling households: Robert Anderson Glasgow → John Smiley Glasgow (+3)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","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":6,"factors":["age","local sibling birth","sibling-household replication","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Thomas-14610","name":"Peninnah (Thomas) Glasgow","html_url":"/people/thomas-14610.html"}},{"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":21,"age_gap_label":"21 years","role":"possible mother","locations":["Rockbridge, Virginia, United States","Adams, Ohio, United States"],"score":100,"classification":"strong multi-factor lead","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","plausible 21-year parent-child age gap (+18)","candidate's birth is 42 years before the subject's earliest dated child (1830), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: adams (+6)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1805–1819) (+6; other parent Joseph S Glasgow)","candidate has another child, Mary Finley (Glasgow) Williams, born 2 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","candidate's given name recurs among another recorded child (+1; Ann occurs in 39 public profiles)","a candidate spouse matches the first dated son Joseph Steele Glasgow, the expected father position (+3; Joseph in 39 profiles)","candidate is already linked as parent of 5 exact subject sibling profiles (+32): Robert Anderson Glasgow, Mary Finley (Glasgow) Williams, Rebecca Jane (Glasgow) Ralston, Margaret H (Glasgow) McClure, William Barclay Glasgow","the candidate and the subject's linked father Joseph S Glasgow are jointly recorded as parents of 5 exact sibling profiles (+14; strong couple-structure clue)","uncommon given names recur in both otherwise distinct descendant branches: Arthur +14 (11 public profiles; subject branch: Arthur Glasgow; candidate branch: Arthur Victor Glasgow, Arthur Caskey Glasgow; +2 repetition bonus); Joseph +7 (39 public profiles; subject branch: Joseph Steele Glasgow; candidate branch: Joseph Anderson Glasgow, Joseph T Glasgow; +4 repetition bonus); Nancy +7 (48 public profiles; subject branch: Nancy M Glasgow; candidate branch: Nancy Jane (Campbell) Glasgow, Nancy Mary Glasgow; +4 repetition bonus) (+36 total including +8 multi-name bonus)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":13,"factors":["age","child naming","exact sibling profiles","indirect multi-factor convergence","local sibling birth","parental couple structure","rare branch-name recurrence","rare name bundle","sex-aware ordered naming","sibling parental couple","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":10,"suggested_co_parent":{"id":"Glasgow-653","name":"Joseph S Glasgow","html_url":"/people/glasgow-653.html"}},{"id":"Montgomery-6593","name":"Rhoda Neely (Montgomery) Glasgow","catalogue_id":"montgomery-6593","html_url":"/people/montgomery-6593.html","birth_year":1779,"death_year":1846,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["Montgomery, Virginia, United States","Scott Township, Adams County, Ohio, United States"],"score":89,"classification":"strong multi-factor lead","reasons":["plausible 30-year parent-child age gap (+18)","candidate's birth is 51 years before the subject's earliest dated child (1830), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: adams, scott, township (+6)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1803–1822) (+6; other parent William Glasgow)","same-couple children Joseph Montgomery Glasgow (1807) and Hadassah Dryden (Glasgow) Montgomery (1814) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 7-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","uncommon given names recur in both otherwise distinct descendant branches: Hadassah +14 (5 public profiles; subject branch: Hadassah Jane (Glasgow) Ewing; candidate branch: Hadassah Dryden (Glasgow) Montgomery); Joseph +7 (39 public profiles; subject branch: Joseph Steele Glasgow; candidate branch: Joseph Montgomery Glasgow, Joseph Ellsworth Glasgow Sr; +4 repetition bonus); Nancy +7 (48 public profiles; subject branch: Nancy M Glasgow; candidate branch: Nancy Crockett (Glasgow) Black, Nancy Elvira (Glasgow) Rownd; +4 repetition bonus) (+36 total including +8 multi-name bonus)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","birth-order gap","indirect multi-factor convergence","local same-spouse child window","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":9,"suggested_co_parent":{"id":"Glasgow-563","name":"William Glasgow","html_url":"/people/glasgow-563.html"}},{"id":"Glasgow-845","name":"Mary Rhoda (Glasgow) Finley","catalogue_id":"glasgow-845","html_url":"/people/glasgow-845.html","birth_year":1791,"death_year":1809,"gender":"Female","age_gap":18,"age_gap_label":"18 years","role":"possible mother","locations":["Rockbridge County, Virginia, United States","Adams County, Ohio, United States","Rockbridge County, Virginia, USA"],"score":71,"classification":"strong multi-factor lead","reasons":["plausible 18-year parent-child age gap (+18)","candidate's birth is 39 years before the subject's earliest dated child (1830), a marginal two-generation interval (+1)","candidate has only broad or undated birth-locality overlap: adams (+6)","same research cluster (+0; grouping is not kinship evidence)","the same sex-aware parent-name position recurs independently in sibling households: Margaret H (Glasgow) McClure → Mary Jane (McClure) Glasgow; Robert Anderson Glasgow → Mary Margaret Glasgow; William Barclay Glasgow → Mary Elizabeth (Glasgow) Williams (+9)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Hadassah +18 (5 public profiles; niece/nephew Hadassah Dryden (Glasgow) Montgomery, niece/nephew Hadassah Jane (Patton) Glasgow; +4 repetition bonus); Joseph +7 (39 public profiles; niece/nephew Joseph Finley Glasgow, niece/nephew Joseph Glasgow; +4 repetition bonus); Nancy +7 (48 public profiles; niece/nephew Nancy Ann Glasgow, niece/nephew Nancy Crockett (Glasgow) Black; +4 repetition bonus) (+32 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","collateral naming","indirect multi-factor convergence","sibling-household replication","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-6","name":"Jane (Glasgow) Patton","catalogue_id":"glasgow-6","html_url":"/people/glasgow-6.html","birth_year":1785,"death_year":1853,"gender":"Female","age_gap":24,"age_gap_label":"24 years","role":"possible mother","locations":["Rockbridge, Rockbridge County, Virginia","Seaman, Adams County, Ohio, United States"],"score":65,"classification":"strong multi-factor lead","reasons":["plausible 24-year parent-child age gap (+18)","candidate's birth is 45 years before the subject's earliest dated child (1830), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: adams (+6)","same research cluster (+0; grouping is not kinship evidence)","candidate has another child, Hadassah Jane (Patton) Glasgow, born 10 years from the subject in the same specific birth locality (+4; possible sibling-household clue)","uncommon given names recur in both otherwise distinct descendant branches: Hadassah +14 (5 public profiles; subject branch: Hadassah Jane (Glasgow) Ewing; candidate branch: Hadassah Jane (Patton) Glasgow) (+14 total)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Joseph +7 (39 public profiles; niece/nephew Joseph Finley Glasgow, niece/nephew Joseph Glasgow; +4 repetition bonus); Nancy +7 (48 public profiles; niece/nephew Nancy Ann Glasgow, niece/nephew Nancy Crockett (Glasgow) Black; +4 repetition bonus) (+14 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","collateral naming","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","two-generation chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Finley-134","name":"Rosanna (Finley) Glasgow","catalogue_id":"finley-134","html_url":"/people/finley-134.html","birth_year":1789,"death_year":1865,"gender":"Female","age_gap":20,"age_gap_label":"20 years","role":"possible mother","locations":["Augusta, Virginia, United States","Hanna City, Peoria, Illinois, United States"],"score":63,"classification":"moderate lead","reasons":["plausible 20-year parent-child age gap (+18)","candidate's birth is 41 years before the subject's earliest dated child (1830), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 1 years of the subject (+3)","candidate has another child, Martha Steele Glasgow, born 1 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","uncommon given names recur in both otherwise distinct descendant branches: Hadassah +14 (5 public profiles; subject branch: Hadassah Jane (Glasgow) Ewing; candidate branch: Hadassah Ann (Patton) Glasgow); Joseph +3 (39 public profiles; subject branch: Joseph Steele Glasgow; candidate branch: Joseph G Glasgow); Nancy +3 (48 public profiles; subject branch: Nancy M Glasgow; candidate branch: Nancy Mary Glasgow) (+28 total including +8 multi-name bonus)","uncommon spouse surnames recur across the subject and candidate branches: Mccullough +6 (+6 total)","4 independent unlinked-profile clue types converge (+8): collateral network, household chronology, locality, naming"],"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":8,"factors":["age","household chronology","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","rare name bundle","repeated marriage surnames","two-generation chronology"],"indirect_factor_count":8,"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."}}