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earliest dated child (1626), a compatible grandparent-generation interval (+4)","weak broad-area overlap: inveresk, musselburgh (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject birth boundary overlaps children attributed to the same parental couple (1600–1615) (+3; other parent Catherine (Hamilton) Glasgow)","known spouse Catherine (Hamilton) Glasgow had a bounded, possibly plausible maternal age (16) at the subject's birth (+3)","uncommon given names recur in both otherwise distinct descendant branches: Jonet +12 (15 public profiles; subject branch: Jonet Glasgow; candidate branch: Jonet (Glasgow) Logan) (+12 total)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","broad geography","rare branch-name recurrence","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Hamilton-31734","name":"Catherine (Hamilton) Glasgow","html_url":"/people/hamilton-31734.html"}},{"id":"Glasgow-1030","name":"John Glasgow","catalogue_id":"glasgow-1030","html_url":"/people/glasgow-1030.html","birth_year":1572,"death_year":null,"gender":"Male","age_gap":31,"age_gap_label":"nominally 31 years; true gap uncertain","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland","Glasgow"],"score":7,"classification":"competing linked parent","reasons":["bounded birth date gives a parent-child age gap of nominally 31 years; true gap uncertain (+10; true age remains uncertain)","candidate's birth is 54 years before the subject's earliest dated child (1626), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","the same sex-aware parent-name position recurs independently in sibling households: Hugh Glasgow → John Glasgow (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: George +3 (62 public profiles) (+3 total)","uncommon given names recur in both otherwise distinct descendant branches: Jonet +12 (15 public profiles; subject branch: Jonet Glasgow; candidate branch: Jonet Glasgow) (+12 total)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)","locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","rare branch-name recurrence","rare sibling-name pattern","sibling-household replication","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-1099","name":"George Glasgow","catalogue_id":"glasgow-1099","html_url":"/people/glasgow-1099.html","birth_year":1569,"death_year":1640,"gender":"Male","age_gap":34,"age_gap_label":"at most 34 years","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland","Glasgow"],"score":4,"classification":"competing linked parent","reasons":["bounded birth date gives a parent-child age gap of at most 34 years (+10; true age remains uncertain)","candidate's birth is 57 years before the subject's earliest dated child (1626), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 4 years of the subject (+1)","uncommon given names recur in both otherwise distinct descendant branches: Jonet +14 (15 public profiles; subject branch: Jonet Glasgow; candidate branch: Jonet Glasgow, Jonet (Glasgow) Stewart; +2 repetition bonus) (+14 total)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)","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":4,"factors":["age","household chronology","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-3188","name":"Ninian Glasgow","catalogue_id":"glasgow-3188","html_url":"/people/glasgow-3188.html","birth_year":1550,"death_year":1613,"gender":"Male","age_gap":53,"age_gap_label":"at most 53 years","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland","Glasgow"],"score":4,"classification":"competing linked parent","reasons":["bounded birth date gives a parent-child age gap of at most 53 years (+10; true age remains uncertain)","candidate's birth is 76 years before the subject's earliest dated child (1626), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","known spouse Jonet (Hutcheson) Glasgow had a bounded, possibly plausible maternal age (43) at the subject's birth (+3)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Jonet +12 (15 public profiles; niece/nephew Jonet Glasgow) (+12 total)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)","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":4,"factors":["age","collateral naming","spouse chronology","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Hamilton-31734","name":"Catherine (Hamilton) Glasgow","catalogue_id":"hamilton-31734","html_url":"/people/hamilton-31734.html","birth_year":1587,"death_year":null,"gender":"Female","age_gap":16,"age_gap_label":"at most 16 years","role":"possible mother","locations":["Inveresk, Midlothian, Scotland","Inveresk"],"score":19,"classification":"competing linked parent","reasons":["bounded birth date gives a parent-child age gap of at most 16 years (+10; true age remains uncertain)","candidate's birth is 39 years before the subject's earliest dated child (1626), a marginal two-generation interval (+1)","mapped Inveresk is 0.7 km from the subject's birth-period Musselburgh / Inveresk (+3; one or both placements are unproved)","same research cluster (+0; grouping is not kinship evidence)","subject birth boundary overlaps children attributed to the same parental couple (1600–1615) (+3; other parent Edward Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Jonet +12 (15 public profiles; subject branch: Jonet Glasgow; candidate branch: Jonet (Glasgow) Logan) (+12 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different mother 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":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-1557","name":"Edward Glasgow","html_url":"/people/glasgow-1557.html"}},{"id":"Glasgow-567","name":"Barbara (Glasgow) Little","catalogue_id":"glasgow-567","html_url":"/people/glasgow-567.html","birth_year":1585,"death_year":1627,"gender":"Female","age_gap":18,"age_gap_label":"at most 18 years","role":"possible mother","locations":["Scotland","Edinburgh","Scotland — exact locality unproved"],"score":13,"classification":"competing linked parent","reasons":["bounded birth date gives a parent-child age gap of at most 18 years (+10; true age remains uncertain)","candidate's birth is 41 years before the subject's earliest dated child (1626), 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): Jonet +14 (15 public profiles; niece/nephew Jonet (Glasgow) Stewart, sibling Jonet Pady; +2 repetition bonus) (+14 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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","collateral naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-1495","name":"Catherine (Glasgow) Weir","catalogue_id":"glasgow-1495","html_url":"/people/glasgow-1495.html","birth_year":1580,"death_year":1605,"gender":"Female","age_gap":23,"age_gap_label":"at most 23 years","role":"possible mother","locations":["Scotland","Stevenston, Ayrshire, Scotland","Scotland — exact locality unproved"],"score":11,"classification":"competing linked parent","reasons":["bounded birth date gives a parent-child age gap of at most 23 years (+10; true age remains uncertain)","candidate's birth is 46 years before the subject's earliest dated child (1626), 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): Jonet +12 (15 public profiles; niece/nephew Jonet (Glasgow) Logan) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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","collateral naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-3179","name":"Geillis (Glasgow) Wilson","catalogue_id":"glasgow-3179","html_url":"/people/glasgow-3179.html","birth_year":1565,"death_year":1603,"gender":"Female","age_gap":38,"age_gap_label":"at most 38 years","role":"possible mother","locations":["Scotland","Ardrossan, Ayrshire, Scotland","Scotland — exact locality unproved"],"score":11,"classification":"competing linked parent","reasons":["bounded birth date gives a parent-child age gap of at most 38 years (+10; true age remains uncertain)","candidate's birth is 61 years before the subject's earliest dated child (1626), 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): Jonet +12 (15 public profiles; niece/nephew Jonet (Glasgow) Logan) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","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","collateral naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Mathie-159","name":"Jonet (Mathie) Glasgow","catalogue_id":"mathie-159","html_url":"/people/mathie-159.html","birth_year":1597,"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":["Glasgow, Lanark, Scotland","Glasgow"],"score":5,"classification":"competing linked parent","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 29 years before the subject's earliest dated child (1626), a marginal two-generation interval (+1)","same research cluster (+0; grouping is not kinship evidence)","candidate's other children share uncommon given names with the subject's recorded siblings: George +3 (62 public profiles) (+3 total)","uncommon given names recur in both otherwise distinct descendant branches: Jonet +12 (15 public profiles; subject branch: Jonet Glasgow; candidate branch: Jonet Glasgow) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","parentage requires the approximate birth estimate to be early enough (no deduction)","locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","rare branch-name recurrence","rare sibling-name pattern","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."}}