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one or both placements are unproved)","subject's birth fits within the candidate's overall child-bearing span (1778–1822) (+3; children are not tied to one spouse)","known spouse Rose Glasgow had a plausible maternal age (25) at the subject's birth (+7)","uncommon given names recur in both otherwise distinct descendant branches: Henry +8 (24 public profiles; subject branch: Henry Glasgow; candidate branch: Henry Glasgow) (+8 total)","descendant branches share only a broad migration destination country (+1; weak alone): new zealand, united states","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"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":8,"factors":["age","broad migration","household chronology","indirect multi-factor convergence","mapped proximity","rare branch-name recurrence","spouse chronology","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":null},{"id":"Glasgow-1189","name":"Robert Glasgow","catalogue_id":"glasgow-1189","html_url":"/people/glasgow-1189.html","birth_year":1769,"death_year":1858,"gender":"Male","age_gap":23,"age_gap_label":"23 years","role":"possible father","locations":["Tyrone, Ireland","Martinsburg, Lewis, New York, United States","County Tyrone — exact locality unproved"],"score":27,"classification":"competing linked parent","reasons":["plausible 23-year parent-child age gap (+18)","candidate's birth is 46 years before the subject's earliest dated child (1815), a compatible grandparent-generation interval (+4)","weak broad-area overlap: tyrone (+1; not a locality match)","known spouse Elizabeth Glasgow had a plausible maternal age (17) at the subject's birth (+7)","uncommon given names recur in both otherwise distinct descendant branches: Julia +12 (9 public profiles; subject branch: Julia Glasgow; candidate branch: Julia Ann (Glasgow) Bell) (+12 total)"],"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":5,"factors":["age","broad geography","rare branch-name recurrence","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"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":25,"age_gap_label":"25 years","role":"possible father","locations":["Ireland","Guernsey County, Ohio, United States","Drumlamph townland","Inishrush"],"score":25,"classification":"competing linked parent","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 48 years before the subject's earliest dated child (1815), a compatible grandparent-generation interval (+4)","mapped Drumlamph townland is 22.1 km from the subject's birth-period Gortin townland — Oritor/Derryloran (+1; one or both placements are unproved)","a known child was born within 7 years of the subject (+1)","known spouse Mary Arthur had a plausible maternal age (18) at the subject's birth (+7)","candidate's name matches the first dated son John Glasgow, the expected father position for a male subject (+3; catalogue rarity 0, John in 278 profiles)","family naming controls: 0 supporting and 2 conflicting known positions (already reflected in naming weight)","descendant branches share only a broad migration destination country (+1; weak alone): united states","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"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":9,"factors":["age","broad migration","household chronology","indirect multi-factor convergence","mapped proximity","sex-aware ordered naming","spouse chronology","tradition validation","two-generation chronology"],"indirect_factor_count":9,"suggested_co_parent":null},{"id":"Unknown-760890","name":"Rose Glasgow","catalogue_id":"unknown-760890","html_url":"/people/unknown-760890.html","birth_year":1767,"death_year":1833,"gender":"Female","age_gap":25,"age_gap_label":"25 years","role":"possible mother","locations":["Inishrush, Tamlaght O’Crilly, County Londonderry","St Nossonus — Tamlaght O'Crilly Lower graveyard"],"score":42,"classification":"moderate lead","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 48 years before the subject's earliest dated child (1815), a compatible grandparent-generation interval (+4)","mapped St Nossonus — Tamlaght O'Crilly Lower graveyard is 29.9 km from the subject's birth-period Gortin townland — Oritor/Derryloran (+1; one or both placements are unproved)","subject's birth fits between children attributed to the same parental couple (1790–1822) (+6; other parent Adam Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Henry +8 (24 public profiles; subject branch: Henry Glasgow; candidate branch: Henry Glasgow) (+8 total)","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":6,"factors":["age","indirect multi-factor convergence","mapped proximity","rare branch-name recurrence","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-3902","name":"Adam Glasgow","html_url":"/people/glasgow-3902.html"}},{"id":"Unknown-764117","name":"Jane Glasgow","catalogue_id":"unknown-764117","html_url":"/people/unknown-764117.html","birth_year":1783,"death_year":1848,"gender":"Female","age_gap":9,"age_gap_label":"nominally 9 years; approximate dates permit about 15–29 years","role":"possible mother","locations":["Cookstown"],"score":39,"classification":"weak lead","reasons":["the nominal 9-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–29 years) (+4)","candidate's birth is 32 years before the subject's earliest dated child (1815), a marginal two-generation interval (+1)","weak broad-area overlap: cookstown (+1; not a locality match)","a candidate spouse matches the first dated son John Glasgow, the expected father position (+2; John in 278 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Silas +14 (7 public profiles; subject branch: Silas Glasgow; candidate branch: Silas William Glasgow); Julia +12 (9 public profiles; subject branch: Julia Glasgow; candidate branch: Julia Anne (Glasgow) Howlett) (+30 total including +4 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)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","broad geography","broad migration","rare branch-name recurrence","rare name bundle","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"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":32,"classification":"weak lead","reasons":["plausible 18-year parent-child age gap (+18)","candidate's birth is 41 years before the subject's earliest dated child (1815), a compatible grandparent-generation interval (+4)","mapped Inishrush is 29.5 km from the subject's birth-period Gortin townland — Oritor/Derryloran (+1; one or both placements are unproved)","a known child was born within 7 years of the subject (+1)","a candidate spouse matches the first dated son John Glasgow, the expected father position (+2; John in 278 profiles)","descendant branches share only a broad migration destination country (+1; weak alone): united states","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":7,"factors":["age","broad migration","household chronology","indirect multi-factor convergence","mapped proximity","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-1190","name":"Elizabeth Glasgow","catalogue_id":"glasgow-1190","html_url":"/people/glasgow-1190.html","birth_year":1775,"death_year":1867,"gender":"Female","age_gap":17,"age_gap_label":"17 years","role":"possible mother","locations":["Ireland","Lowville, Lewis, New York, United States","County Tyrone — exact locality unproved"],"score":27,"classification":"weak lead","reasons":["possible 17-year parent-child age gap (+10)","candidate's birth is 40 years before the subject's earliest dated child (1815), a compatible grandparent-generation interval (+4)","weak broad-area overlap: tyrone (+1; not a locality match)","uncommon given names recur in both otherwise distinct descendant branches: Julia +12 (9 public profiles; subject branch: Julia Glasgow; candidate branch: Julia Ann (Glasgow) Bell) (+12 total)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":4,"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":35,"age_gap_label":"35 years","role":"possible mother","locations":["Ireland","Allegheny, Pennsylvania, United States","County Antrim — exact locality unproved"],"score":18,"classification":"weak lead","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 58 years before the subject's earliest dated child (1815), a compatible grandparent-generation interval (+4)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","candidate's other children share uncommon given names with the subject's recorded siblings: Hugh +3 (36 public profiles) (+3 total)","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":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","broad migration","household chronology","rare sibling-name pattern","two-generation chronology"],"indirect_factor_count":4,"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."}}