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bounded, possibly plausible maternal age (21) 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 Barclay Glasgow (Glasgow-8) 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-550","name":"Robert Glasgow","catalogue_id":"glasgow-550","html_url":"/people/glasgow-550.html","birth_year":1737,"death_year":1787,"gender":"Male","age_gap":32,"age_gap_label":"32 years","role":"possible father","locations":["County Londonderry, Ireland","County Londonderry — exact locality unproved","Dunnabraggy townland","Loy townland"],"score":16,"classification":"weak lead","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 66 years before the subject's earliest dated child (1803), a compatible grandparent-generation interval (+4)","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)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","same-sex generational naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Mitchell-34480","name":"Unknown (Mitchell) Glasgow","catalogue_id":"mitchell-34480","html_url":"/people/mitchell-34480.html","birth_year":1730,"death_year":null,"gender":"Female","age_gap":39,"age_gap_label":"39 years","role":"possible mother","locations":["Scotland","Cookstown, County Tyrone, Ireland","Scotland — exact locality unproved"],"score":36,"classification":"weak lead","reasons":["plausible 39-year parent-child age gap (+18)","candidate's birth is 73 years before the subject's earliest dated child (1803), 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 Ann (Glasgow) Bell; candidate branch: Julia Anne (Glasgow) Howlett) (+12 total)","descendant branches share only a broad migration destination country (+1; weak alone): united states"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","broad geography","broad migration","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-1655","name":"Abigail Glasgow Anderson","catalogue_id":"glasgow-1655","html_url":"/people/glasgow-1655.html","birth_year":1740,"death_year":1811,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["Ireland","Nelson, Kentucky, United States","Ireland — exact locality unproved"],"score":15,"classification":"weak lead","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 63 years before the subject's earliest dated child (1803), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a candidate spouse matches the first dated son John Glasgow, the expected father position (+3; John in 278 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":"Mill-757","name":"Margaret (Mill) Glasgow","catalogue_id":"mill-757","html_url":"/people/mill-757.html","birth_year":1740,"death_year":null,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["Irvine — Ayrshire"],"score":6,"classification":"weak lead","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 63 years before the subject's earliest dated child (1803), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1762–1770) (+6; other parent John Glasgow)","a candidate spouse matches the first dated son John Glasgow, the expected father position (+3; John in 278 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","sex-aware ordered naming","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-3314","name":"John Glasgow","html_url":"/people/glasgow-3314.html"}},{"id":"Robertson-20326","name":"Mary (Robertson) Glasgow","catalogue_id":"robertson-20326","html_url":"/people/robertson-20326.html","birth_year":1730,"death_year":null,"gender":"Female","age_gap":39,"age_gap_label":"39 years","role":"possible mother","locations":["Ratho, Midlothian, Scotland","Midlothian — exact locality unproved"],"score":3,"classification":"weak lead","reasons":["plausible 39-year parent-child age gap (+18)","candidate's birth is 73 years before the subject's earliest dated child (1803), a compatible grandparent-generation interval (+4)","a known child was born within 1 years of the subject (+3)","a candidate spouse matches the first dated son John Glasgow, the expected father position (+3; John in 278 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":"Gray-6937","name":"Agnes (Gray) Glasgow","catalogue_id":"gray-6937","html_url":"/people/gray-6937.html","birth_year":1761,"death_year":null,"gender":"Female","age_gap":8,"age_gap_label":"nominally 8 years; approximate dates permit about 15–28 years","role":"possible mother","locations":["Kirkliston, West Lothian, Scotland","Linlithgowshire / West Lothian — exact locality unproved"],"score":0,"classification":"weak lead","reasons":["the nominal 8-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–28 years) (+4)","candidate's birth is 42 years before the subject's earliest dated child (1803), a compatible grandparent-generation interval (+4)","a candidate spouse matches the first dated son John Glasgow, the expected father position (+3; John in 278 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."}}