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weak direct parent-child name recurrence, 165 public profiles)"],"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","household chronology","same-sex generational naming","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-3941","name":"Robert Glasgow","catalogue_id":"glasgow-3941","html_url":"/people/glasgow-3941.html","birth_year":1776,"death_year":1831,"gender":"Male","age_gap":25,"age_gap_label":"at least 25 years","role":"possible father","locations":["Ireland","Coltrim townland"],"score":19,"classification":"weak lead","reasons":["bounded birth date gives a parent-child age gap of at least 25 years (+10; true age remains uncertain)","candidate's birth is 65 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","same broad administrative area only (+1; not a locality match)","candidate and subject share the given name Robert (+4; weak direct parent-child name recurrence, 165 public profiles)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","same-sex generational naming","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-3753","name":"James Glasgow","catalogue_id":"glasgow-3753","html_url":"/people/glasgow-3753.html","birth_year":1785,"death_year":1820,"gender":"Male","age_gap":16,"age_gap_label":"16 years","role":"possible father","locations":["Location not supplied — profile holding point"],"score":18,"classification":"weak lead","reasons":["possible 16-year parent-child age gap (+10)","candidate's birth is 56 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","candidate's name matches the first dated son James E Glasgow, the expected father position for a male subject (+4; catalogue rarity 0, James in 223 profiles)"],"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","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-1367","name":"Robert Glasco","catalogue_id":"glasgow-1367","html_url":"/people/glasgow-1367.html","birth_year":1779,"death_year":null,"gender":"Male","age_gap":22,"age_gap_label":"22 years","role":"possible father","locations":["County Tyrone, Ireland","Doonbought townland","Glenleslie townland"],"score":17,"classification":"weak lead","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","known spouse Catherine (Unknown) Glasgow had a bounded, possibly plausible maternal age (18) at the subject's birth (+3)","candidate and subject share the given name Robert (+4; weak direct parent-child name recurrence, 165 public profiles)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate already has another child named Robert Glasgow Sr (Glasgow-1049) 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","same-sex generational naming","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-506","name":"Euphemia Glasgow","catalogue_id":"glasgow-506","html_url":"/people/glasgow-506.html","birth_year":1780,"death_year":1825,"gender":"Female","age_gap":21,"age_gap_label":"at least 21 years","role":"possible mother","locations":["Kells, County Antrim, Ireland","Kells, County Antrim"],"score":7,"classification":"weak lead","reasons":["bounded birth date gives a parent-child age gap of at least 21 years (+10; true age remains uncertain)","candidate's birth is 61 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","a candidate spouse matches the first dated son James E Glasgow, the expected father position (+3; James in 223 profiles)"],"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":3,"factors":["age","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Houston-4780","name":"Ann (Houston) Glasgow","catalogue_id":"houston-4780","html_url":"/people/houston-4780.html","birth_year":1763,"death_year":1845,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["Kilbirnie, Ayrshire, Scotland","Kilbirnie, Ayrshire, Scotland, United Kingdom","Kilbirnie — Ayrshire"],"score":3,"classification":"weak lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 78 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","a known child was born within 2 years of the subject (+3)","a candidate spouse matches the first dated son James E Glasgow, the expected father position (+3; James in 223 profiles)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","household chronology","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Sleator-46","name":"Betsy A (Sleator) Glasgow","catalogue_id":"sleator-46","html_url":"/people/sleator-46.html","birth_year":1795,"death_year":null,"gender":"Female","age_gap":6,"age_gap_label":"nominally 6 years; approximate dates permit about 15–16 years","role":"possible mother","locations":["County Antrim — exact locality unproved"],"score":1,"classification":"weak lead","reasons":["the nominal 6-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–16 years) (+4)","candidate's birth is 46 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","a candidate spouse matches the first dated son James E Glasgow, the expected father position (+3; James in 223 profiles)"],"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":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-3958","name":"Jemima (Glasgow) Montgomery","catalogue_id":"glasgow-3958","html_url":"/people/glasgow-3958.html","birth_year":1790,"death_year":null,"gender":"Female","age_gap":11,"age_gap_label":"nominally 11 years; approximate dates permit about 15–21 years","role":"possible mother","locations":["County Leitrim, Ireland","County Leitrim — exact locality unproved"],"score":1,"classification":"weak lead","reasons":["the nominal 11-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–21 years) (+4)","candidate's birth is 51 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","a candidate spouse matches the first dated son James E Glasgow, the expected father position (+3; James in 223 profiles)"],"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":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-3042","name":"Sarah Glasgow","catalogue_id":"glasgow-3042","html_url":"/people/glasgow-3042.html","birth_year":1794,"death_year":1847,"gender":"Female","age_gap":7,"age_gap_label":"nominally 7 years; approximate dates permit about 15–17 years","role":"possible mother","locations":["South Carolina, United States"],"score":0,"classification":"weak lead","reasons":["the nominal 7-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–17 years) (+4)","candidate's birth is 47 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","a candidate spouse matches the first dated son James E Glasgow, the expected father position (+3; James in 223 profiles)"],"conflicts":["parentage requires the approximate birth estimate to be early enough (no deduction)","candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"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."}}