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father","locations":["Killycurragh, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":28,"classification":"weak lead","reasons":["bounded birth date gives a parent-child age gap of at least 19 years (+10; true age remains uncertain)","candidate's birth is 50 years before the subject's earliest dated child (1853), a compatible grandparent-generation interval (+4)","a known child was born within 2 years of the subject (+3)","uncommon given names recur in both otherwise distinct descendant branches: Annie +8 (22 public profiles; subject branch: Annie Glasgow; candidate branch: Annie (Glasgow) Mitchell); Jane +7 (70 public profiles; subject branch: Jane Glasgow; candidate branch: Jane (Glasgow) Ferguson, Jane Eleanor Glasgow; +4 repetition bonus); Martha +7 (44 public profiles; subject branch: Martha Glasgow; candidate branch: Martha (Glasgow) Chestnut, Martha Emily Glasgow; +4 repetition bonus) (+30 total including +8 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): united states"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","same country, but no indexed locality overlap (−10)","candidate already has another child named William Glasgow (Glasgow-1737) 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","rare branch-name recurrence","rare name bundle","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Glasgow-1778","name":"William Glasgow","catalogue_id":"glasgow-1778","html_url":"/people/glasgow-1778.html","birth_year":1801,"death_year":1823,"gender":"Male","age_gap":21,"age_gap_label":"21 years","role":"possible father","locations":["County Antrim, Ireland","County Antrim, Ireland, United Kingdom","County Antrim — exact locality unproved"],"score":28,"classification":"weak lead","reasons":["plausible 21-year parent-child age gap (+18)","candidate's birth is 52 years before the subject's earliest dated child (1853), a compatible grandparent-generation interval (+4)","candidate and subject share the given name William (+4; weak direct parent-child name recurrence, 215 public profiles)","the same sex-aware parent-name position recurs independently in sibling households: James Glasgow → William John Glasgow (+3)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Annie +8 (22 public profiles; niece/nephew Annie Coulson (Glasgow) Crawford); Jane +7 (70 public profiles; niece/nephew Jane (Glasgow) Adams, niece/nephew Jane Henrie Glasgow; +4 repetition bonus) (+15 total)"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","collateral naming","same-sex generational naming","sibling-household replication","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-1701","name":"James Glasgow jun","catalogue_id":"glasgow-1701","html_url":"/people/glasgow-1701.html","birth_year":1805,"death_year":1875,"gender":"Male","age_gap":17,"age_gap_label":"17 years","role":"possible father","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":26,"classification":"weak lead","reasons":["possible 17-year parent-child age gap (+10)","candidate's birth is 48 years before the subject's earliest dated child (1853), a compatible grandparent-generation interval (+4)","the same sex-aware parent-name position recurs independently in sibling households: John Glasgow → James Glasgow (+3)","uncommon given names recur in both otherwise distinct descendant branches: Annie +8 (22 public profiles; subject branch: Annie Glasgow; candidate branch: Annie Glasgow); Jane +5 (70 public profiles; subject branch: Jane Glasgow; candidate branch: Jane Eleanor Glasgow, Jane Glasgow; +2 repetition bonus); Catherine +3 (31 public profiles; subject branch: Catherine (Glasgow) Runyon; candidate branch: Catherine (Glasgow) Kerr) (+24 total including +8 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): united states"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","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":6,"factors":["age","broad migration","rare branch-name recurrence","rare name bundle","sibling-household replication","two-generation chronology"],"indirect_factor_count":5,"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":20,"age_gap_label":"20 years","role":"possible mother","locations":["Derryloran, Cookstown Co Tyrone, Ireland","Montober, County Tyrone, Ireland","Cookstown"],"score":38,"classification":"weak lead","reasons":["plausible 20-year parent-child age gap (+18)","candidate's birth is 51 years before the subject's earliest dated child (1853), a compatible grandparent-generation interval (+4)","a known child was born within 5 years of the subject (+1)","the same sex-aware parent-name position recurs independently in sibling households: Margaret Jane Glasgow → Mary Jane Miriam Isabella Glasgow (+3)","uncommon given names recur in both otherwise distinct descendant branches: Annie +8 (22 public profiles; subject branch: Annie Glasgow; candidate branch: Annie (Glasgow) Sherry); Jane +3 (70 public profiles; subject branch: Jane Glasgow; candidate branch: Jane Glasgow); Martha +3 (44 public profiles; subject branch: Martha Glasgow; candidate branch: Martha Emily Glasgow) (+22 total including +8 multi-name bonus)"],"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":6,"factors":["age","household chronology","rare branch-name recurrence","rare name bundle","sibling-household replication","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Miller-37219","name":"Margaret (Miller) Glasgow","catalogue_id":"miller-37219","html_url":"/people/miller-37219.html","birth_year":1794,"death_year":1851,"gender":"Female","age_gap":28,"age_gap_label":"28 years","role":"possible mother","locations":["Ireland","Pine Creek, Allegheny Co, PA","County Antrim — exact locality unproved"],"score":31,"classification":"weak lead","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 59 years before the subject's earliest dated child (1853), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1819–1836) (+6; other parent Hugh Glasgow)","the same sex-aware parent-name position recurs independently in sibling households: James Glasgow → Margaret Glasgow (+3)","uncommon given names recur in both otherwise distinct descendant branches: Jane +3 (70 public profiles; subject branch: Jane Glasgow; candidate branch: Jane Glasgow); Martha +3 (44 public profiles; subject branch: Martha Glasgow; candidate branch: Martha E (Glasgow) Smith) (+10 total including +4 multi-name bonus)"],"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":6,"factors":["age","rare branch-name recurrence","rare name bundle","sibling-household replication","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-539","name":"Hugh Glasgow","html_url":"/people/glasgow-539.html"}},{"id":"Coburn-2653","name":"Nancy (Coburn) Glasgow","catalogue_id":"coburn-2653","html_url":"/people/coburn-2653.html","birth_year":1800,"death_year":null,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Cookstown"],"score":30,"classification":"weak lead","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 53 years before the subject's earliest dated child (1853), a compatible grandparent-generation interval (+4)","uncommon given names recur in both otherwise distinct descendant branches: Annie +8 (22 public profiles; subject branch: Annie Glasgow; candidate branch: Annie Clayton Glasgow) (+8 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":"Unknown-540856","name":"Catherine (Unknown) Glasgow","catalogue_id":"unknown-540856","html_url":"/people/unknown-540856.html","birth_year":1783,"death_year":null,"gender":"Female","age_gap":39,"age_gap_label":"39 years","role":"possible mother","locations":["County Tyrone — exact locality unproved"],"score":30,"classification":"weak lead","reasons":["plausible 39-year parent-child age gap (+18)","candidate's birth is 70 years before the subject's earliest dated child (1853), a compatible grandparent-generation interval (+4)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","candidate's given name recurs among another recorded child (+1; Catherine occurs in 31 public profiles)","uncommon given names recur in both otherwise distinct descendant branches: Catherine +5 (31 public profiles; subject branch: Catherine (Glasgow) Runyon; candidate branch: Catherine Glasgow, Catherine Glasgow; +2 repetition bonus); Jane +5 (70 public profiles; subject branch: Jane Glasgow; candidate branch: Jane Glasgow, Jane Glasgow; +2 repetition bonus) (+14 total including +4 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): united states"],"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":7,"factors":["age","broad migration","child naming","household chronology","rare branch-name recurrence","rare name bundle","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Henry-14942","name":"Margaret (Henry) Glasgow","catalogue_id":"henry-14942","html_url":"/people/henry-14942.html","birth_year":1810,"death_year":1892,"gender":"Female","age_gap":12,"age_gap_label":"nominally 12 years; approximate dates permit about 15–32 years","role":"possible mother","locations":["County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","County Tyrone — exact locality unproved"],"score":26,"classification":"weak lead","reasons":["the nominal 12-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–32 years) (+4)","candidate's birth is 43 years before the subject's earliest dated child (1853), a compatible grandparent-generation interval (+4)","the same sex-aware parent-name position recurs independently in sibling households: James Glasgow → Margaret Glasgow (+3)","uncommon given names recur in both otherwise distinct descendant branches: Annie +8 (22 public profiles; subject branch: Annie Glasgow; candidate branch: Annie Glasgow); Jane +5 (70 public profiles; subject branch: Jane Glasgow; candidate branch: Jane Eleanor Glasgow, Jane Glasgow; +2 repetition bonus); Catherine +3 (31 public profiles; subject branch: Catherine (Glasgow) Runyon; candidate branch: Catherine (Glasgow) Kerr) (+24 total including +8 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): united states"],"conflicts":["parentage requires the approximate birth estimate to be early enough (no deduction)","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":6,"factors":["age","broad migration","rare branch-name recurrence","rare name bundle","sibling-household replication","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."}}