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Glasgow","given":"james","given_tokens":["james","r"],"gender":"Male","birth_year":1864,"birth_place":"Eddyville, Lyon, Kentucky, United States","death_year":null,"parent_ids":["Glasgow-270","Lynn-816"],"html_url":"/people/glasgow-273.html"},"earliest_dated_daughter":{"id":"Glasgow-315","name":"Mary E Glasgow","given":"mary","given_tokens":["mary","e"],"gender":"Female","birth_year":1858,"birth_place":"Lyon, Kentucky, United States","death_year":null,"parent_ids":["Glasgow-270","Lynn-816"],"html_url":"/people/glasgow-315.html"},"second_dated_son":{"id":"Glasgow-317","name":"Mathew Glasgow","given":"mathew","given_tokens":["mathew"],"gender":"Male","birth_year":1873,"birth_place":"Eddyville, Lyon, Kentucky, United States","death_year":null,"parent_ids":["Glasgow-270","Lynn-816"],"html_url":"/people/glasgow-317.html"},"second_dated_daughter":{"id":"Glasgow-335","name":"Sallie E Glasgow","given":"sallie","given_tokens":["sallie","e"],"gender":"Female","birth_year":1861,"birth_place":"Eddyville, Lyon, Kentucky, United States","death_year":1927,"parent_ids":["Glasgow-270","Lynn-816"],"html_url":"/people/glasgow-335.html"},"third_dated_son":{"id":"Glasgow-290","name":"Lawrence Lee Glasgow","given":"lawrence","given_tokens":["lawrence","lee"],"gender":"Male","birth_year":1875,"birth_place":"Eddyville, Lyon, Kentucky, United States","death_year":1944,"parent_ids":["Glasgow-270","Lynn-816"],"html_url":"/people/glasgow-290.html"},"third_dated_daughter":{"id":"Glasgow-323","name":"Nannie M Glasgow","given":"nannie","given_tokens":["nannie","m"],"gender":"Female","birth_year":1863,"birth_place":"Eddyville, Lyon, Kentucky, United States","death_year":1904,"parent_ids":["Glasgow-270","Lynn-816"],"html_url":"/people/glasgow-323.html"},"naming_controls":{"matches":0,"mismatches":2,"factor":0.8,"details":["third son/father does not match (Lawrence Lee Glasgow)","third daughter/mother does not match (Nannie M Glasgow)"]},"candidates":[{"id":"Glasgow-563","name":"William Glasgow","catalogue_id":"glasgow-563","html_url":"/people/glasgow-563.html","birth_year":1778,"death_year":1853,"gender":"Male","age_gap":43,"age_gap_label":"43 years","role":"possible father","locations":["Rockbridge, Virginia, United States","Brush Creek Township, Adams, Ohio, United States","Rockbridge, Virginia, USA"],"score":44,"classification":"competing linked parent","reasons":["plausible 43-year parent-child age gap (+18)","candidate's birth is 76 years before the subject's earliest dated child (1854), a compatible grandparent-generation interval (+4)","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 Rhoda Neely (Montgomery) Glasgow)","known spouse Rhoda Neely (Montgomery) Glasgow had a plausible maternal age (42) at the subject's birth (+7)","uncommon given names recur in both otherwise distinct descendant branches: Margarette +16 (3 public profiles; subject branch: Margarette B. Glasgow; candidate branch: Margarette Alice (Glasgow) McReynolds); May +14 (6 public profiles; subject branch: May Glasgow; candidate branch: May Eliza (Glasgow) Stratton); Charles +8 (23 public profiles; subject branch: Charles Colson Glasgow; candidate branch: Charles Stewart Glasgow) (+46 total including +8 multi-name bonus)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","same country, but no indexed locality overlap (−10)","candidate's household recorded Mary Ann (Glasgow) Wright in Adams, Ohio, United States within 1 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":7,"factors":["age","contemporaneous household conflict","rare branch-name recurrence","rare name bundle","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Montgomery-6593","name":"Rhoda Neely (Montgomery) Glasgow","html_url":"/people/montgomery-6593.html"}},{"id":"Glasgow-193","name":"James M Glasgow","catalogue_id":"glasgow-193","html_url":"/people/glasgow-193.html","birth_year":1799,"death_year":1875,"gender":"Male","age_gap":22,"age_gap_label":"22 years","role":"possible father","locations":["Rockbridge, Virginia, United States","Promise City, Wayne, Iowa, United States"],"score":25,"classification":"competing linked parent","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 55 years before the subject's earliest dated child (1854), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1818–1834) (+6; other parent Mary (McNeil) Glasgow)","known spouse Mary (McNeil) Glasgow had a plausible maternal age (22) at the subject's birth (+7)","candidate and subject share the given name James (+4; weak direct parent-child name recurrence, 222 public profiles)","candidate's name matches the first dated son James R Glasgow, the expected father position for a male subject (+3; catalogue rarity 0, James in 222 profiles)","family naming controls: 0 supporting and 2 conflicting known positions (already reflected in naming weight)","uncommon given names recur in both otherwise distinct descendant branches: Walter +12 (10 public profiles; subject branch: Walter Neville Glasgow; candidate branch: Walter Frederick Glasgow); Charles +8 (23 public profiles; subject branch: Charles Colson Glasgow; candidate branch: Charles Sumner Glasgow) (+24 total including +4 multi-name bonus)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","same country, but no indexed locality overlap (−10)","candidate's household recorded Joseph Glasgow in Adams, Ohio, 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 James W Glasgow (Glasgow-2183) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":10,"factors":["age","contemporaneous household conflict","rare branch-name recurrence","rare name bundle","same-sex generational naming","sex-aware ordered naming","spouse chronology","spouse-specific child window","tradition validation","two-generation chronology"],"indirect_factor_count":10,"suggested_co_parent":{"id":"McNeil-3468","name":"Mary (McNeil) Glasgow","html_url":"/people/mcneil-3468.html"}},{"id":"Glasgow-1553","name":"Matthew Glasgow","catalogue_id":"glasgow-1553","html_url":"/people/glasgow-1553.html","birth_year":1787,"death_year":1849,"gender":"Male","age_gap":34,"age_gap_label":"34 years","role":"possible father","locations":["Antis, Blair, Pennsylvania","Mcveytown, Huntingdon, Pennsylvania, United States"],"score":25,"classification":"competing linked parent","reasons":["plausible 34-year parent-child age gap (+18)","candidate's birth is 67 years before the subject's earliest dated child (1854), 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): Margarette +16 (3 public profiles; niece/nephew Margarette Jane (Glasgow) Wilson); Richard +12 (13 public profiles; sibling Richard Glasgow) (+28 total)"],"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":3,"factors":["age","collateral naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-8","name":"Robert Barclay Glasgow","catalogue_id":"glasgow-8","html_url":"/people/glasgow-8.html","birth_year":1783,"death_year":1861,"gender":"Male","age_gap":38,"age_gap_label":"38 years","role":"possible father","locations":["Rockbridge, Virginia, United States","Hanna City, Peoria, Illinois, United States"],"score":24,"classification":"competing linked parent","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 71 years before the subject's earliest dated child (1854), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1810–1823) (+6; other parent Rosanna (Finley) Glasgow)","known spouse Rosanna (Finley) Glasgow had a plausible maternal age (32) at the subject's birth (+7)","uncommon given names recur in both otherwise distinct descendant branches: Harry +14 (6 public profiles; subject branch: Harry Hampton Glasgow; candidate branch: Harry James Glasgow); Charles +8 (23 public profiles; subject branch: Charles Colson Glasgow; candidate branch: Charles Glasgow) (+26 total including +4 multi-name bonus)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","same country, but no indexed locality overlap (−10)","candidate's household recorded Robert Finley Glasgow in Adams, Ohio, United States within 1 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":7,"factors":["age","contemporaneous household conflict","rare branch-name recurrence","rare name bundle","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Finley-134","name":"Rosanna (Finley) Glasgow","html_url":"/people/finley-134.html"}},{"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":37,"age_gap_label":"37 years","role":"possible father","locations":["Bathgate, Linlithgowshire, Scotland","Belmont, Ohio, United States","Linlithgowshire / West Lothian — exact locality unproved"],"score":22,"classification":"competing linked parent","reasons":["plausible 37-year parent-child age gap (+18)","candidate's birth is 70 years before the subject's earliest dated child (1854), a compatible grandparent-generation interval (+4)","subject's birth fits within the candidate's overall child-bearing span (1805–1836) (+3; children are not tied to one spouse)","known spouse Elizabeth (Blocher) Glasgow had a plausible maternal age (24) at the subject's birth (+7)","candidate-line surnames recur as descendant middle names: Glenn +10 (2 birth-surname profiles) (+10 total)","3 independent unlinked-profile clue types converge (+5): collateral network, household chronology, naming"],"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","household chronology","indirect multi-factor convergence","lineage surname as middle name","spouse chronology","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"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":42,"age_gap_label":"42 years","role":"possible mother","locations":["Montgomery, Virginia, United States","Scott Township, Adams County, Ohio, United States"],"score":44,"classification":"moderate lead","reasons":["possible 42-year parent-child age gap (+10)","candidate's birth is 75 years before the subject's earliest dated child (1854), a compatible grandparent-generation interval (+4)","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)","uncommon given names recur in both otherwise distinct descendant branches: Margarette +16 (3 public profiles; subject branch: Margarette B. Glasgow; candidate branch: Margarette Alice (Glasgow) McReynolds); May +14 (6 public profiles; subject branch: May Glasgow; candidate branch: May Eliza (Glasgow) Stratton); Charles +8 (23 public profiles; subject branch: Charles Colson Glasgow; candidate branch: Charles Stewart Glasgow) (+46 total including +8 multi-name bonus)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate's household recorded Mary Ann (Glasgow) Wright in Adams, Ohio, United States within 1 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","rare name bundle","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-563","name":"William Glasgow","html_url":"/people/glasgow-563.html"}},{"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":32,"age_gap_label":"32 years","role":"possible mother","locations":["Augusta, Virginia, United States","Hanna City, Peoria, Illinois, United States"],"score":32,"classification":"weak lead","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 65 years before the subject's earliest dated child (1854), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1810–1823) (+6; other parent Robert Barclay Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Harry +14 (6 public profiles; subject branch: Harry Hampton Glasgow; candidate branch: Harry James Glasgow); Charles +8 (23 public profiles; subject branch: Charles Colson Glasgow; candidate branch: Charles Glasgow) (+26 total including +4 multi-name bonus)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate's household recorded Robert Finley Glasgow in Adams, Ohio, United States within 1 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","rare name bundle","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-8","name":"Robert Barclay Glasgow","html_url":"/people/glasgow-8.html"}},{"id":"Glasgow-3746","name":"Elizabeth (Glasgow) Neeper","catalogue_id":"glasgow-3746","html_url":"/people/glasgow-3746.html","birth_year":1800,"death_year":1845,"gender":"Female","age_gap":21,"age_gap_label":"21 years","role":"possible mother","locations":["York, Pennsylvania, United States"],"score":28,"classification":"weak lead","reasons":["plausible 21-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1854), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a candidate spouse matches the first dated son James R Glasgow, the expected father position (+2; James in 222 profiles)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Walter +14 (10 public profiles; niece/nephew Walter Franklin Glasgow, sibling Walter Franklin Glasgow; +2 repetition bonus) (+14 total)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","collateral naming","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Lyle-1916","name":"Sarah (Lyle) Glasgow","catalogue_id":"lyle-1916","html_url":"/people/lyle-1916.html","birth_year":1802,"death_year":1874,"gender":"Female","age_gap":19,"age_gap_label":"19 years","role":"possible mother","locations":["Virginia, United States","Promise City, Wayne, Iowa, United States"],"score":26,"classification":"weak lead","reasons":["plausible 19-year parent-child age gap (+18)","candidate's birth is 52 years before the subject's earliest dated child (1854), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a candidate spouse matches the first dated son James R Glasgow, the expected father position (+2; James in 222 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Walter +12 (10 public profiles; subject branch: Walter Neville Glasgow; candidate branch: Walter Frederick Glasgow) (+12 total)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","rare branch-name recurrence","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Henry-6408","name":"Mary Anne (Henry) Glasgow","catalogue_id":"henry-6408","html_url":"/people/henry-6408.html","birth_year":1802,"death_year":1888,"gender":"Female","age_gap":19,"age_gap_label":"19 years","role":"possible mother","locations":["Derryloran, Cookstown Co Tyrone, Ireland","Montober, County Tyrone, Ireland","Cookstown"],"score":20,"classification":"weak lead","reasons":["plausible 19-year parent-child age gap (+18)","candidate's birth is 52 years before the subject's earliest dated child (1854), a compatible grandparent-generation interval (+4)","a known child was born within 6 years of the subject (+1)","uncommon given names recur in both otherwise distinct descendant branches: Lillian +14 (6 public profiles; subject branch: Lillian Glenn (Glasgow) Driver; candidate branch: Lillian Sloane (Glasgow) Willoughby); Charles +8 (23 public profiles; subject branch: Charles Colson Glasgow; candidate branch: Charles Sloane Glasgow) (+26 total including +4 multi-name bonus)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)","candidate already has another child named James Glasgow (Glasgow-574) 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","household chronology","rare branch-name recurrence","rare name bundle","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."}}