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true age remains uncertain)","candidate's birth is 65 years before the subject's earliest dated child (1637), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 7 years of the subject (+1)","known spouse Jonet (Mathie) Glasgow had a bounded, possibly plausible maternal age (15) at the subject's birth (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Jonet +12 (15 public profiles) (+12 total)","the subject would fill the first son position among the candidate's dated children, and the candidate's linked father Robert Glasgow shares the subject's common given name (+2; Scottish grandparent-name pattern, Robert in 168 public profiles; WikiTree: uncertain parent; weak alone)"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","same country, but no indexed locality overlap (−10)","the subject's current profile explicitly says its birth details are unproved (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","common grandparent birth-order naming","household chronology","rare sibling-name pattern","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-1027","name":"Robert Glasgow","catalogue_id":"glasgow-1027","html_url":"/people/glasgow-1027.html","birth_year":1583,"death_year":null,"gender":"Male","age_gap":29,"age_gap_label":"29 years","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland","Glasgow"],"score":12,"classification":"weak lead","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1637), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 2 years of the subject (+3)","known spouse Jonet (Cunningham) Glasgow had a bounded, possibly plausible maternal age (15) at the subject's birth (+3)","candidate and subject share the given name Robert (+4; weak direct parent-child name recurrence, 168 public profiles)"],"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 Robert Glasgow (Glasgow-1078) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)","the subject's current profile explicitly says its birth details are unproved (score capped at 39)"],"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-991","name":"James Glasgow","catalogue_id":"glasgow-991","html_url":"/people/glasgow-991.html","birth_year":1575,"death_year":null,"gender":"Male","age_gap":37,"age_gap_label":"37 years","role":"possible father","locations":["Inveresk, Midlothian, Scotland","Mid Calder, Linlithgowshire, Scotland","Inveresk"],"score":19,"classification":"chronology-only fallback","reasons":["plausible 37-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1637), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1605–1616) (+6)","known spouse Christina Glasgow had a plausible maternal age (23) at the subject's birth (+7)"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","same country, but no indexed locality overlap (−10)","the subject's current profile explicitly says its birth details are unproved (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Stewart-65226","name":"Margaret (Stewart) Glasgow","catalogue_id":"stewart-65226","html_url":"/people/stewart-65226.html","birth_year":1590,"death_year":null,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Glasgow"],"score":39,"classification":"weak lead","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 47 years before the subject's earliest dated child (1637), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1607–1617) (+6; other parent George Glasgow)","candidate's other children share uncommon given names with the subject's recorded siblings: Jonet +12 (15 public profiles) (+12 total)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","the subject's current profile explicitly says its birth details are unproved (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","rare sibling-name pattern","spouse-specific child window","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasgow-1099","name":"George Glasgow","html_url":"/people/glasgow-1099.html"}},{"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":25,"age_gap_label":"25 years","role":"possible mother","locations":["Inveresk, Midlothian, Scotland","Inveresk"],"score":39,"classification":"weak lead","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","plausible 25-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1637), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1600–1615) (+6; other parent Edward Glasgow)","a candidate spouse matches the first dated son Edward Travis Glasgow, the expected father position (+7; Edward in 13 profiles)","candidate is already linked as parent of 4 exact subject sibling profiles (+28): Jonet (Glasgow) Logan, Edward Glasgow, Cristiane Glasgow, Mary Glasgow","the candidate and the subject's linked father Edward Glasgow are jointly recorded as parents of 4 exact sibling profiles (+14; strong couple-structure clue)","uncommon given names recur in both otherwise distinct descendant branches: Edward +12 (13 public profiles; subject branch: Edward Travis Glasgow; candidate branch: Edward Glasgow) (+12 total)"],"conflicts":["same country, but no indexed locality overlap (−10)","the subject's current profile explicitly says its birth details are unproved (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","exact sibling profiles","parental couple structure","rare branch-name recurrence","sex-aware ordered naming","sibling parental couple","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-1557","name":"Edward Glasgow","html_url":"/people/glasgow-1557.html"}},{"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":15,"age_gap_label":"15 years","role":"possible mother","locations":["Glasgow, Lanark, Scotland","Glasgow"],"score":17,"classification":"weak lead","reasons":["possible 15-year parent-child age gap (+10)","candidate's birth is 40 years before the subject's earliest dated child (1637), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 7 years of the subject (+1)","candidate's other children share uncommon given names with the subject's recorded siblings: Jonet +12 (15 public profiles) (+12 total)"],"conflicts":["same country, but no indexed locality overlap (−10)","the subject's current profile explicitly says its birth details are unproved (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","household chronology","rare sibling-name pattern","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Ivey-2264","name":"Deborah (Ivey) Glasgow","catalogue_id":"ivey-2264","html_url":"/people/ivey-2264.html","birth_year":1589,"death_year":1635,"gender":"Female","age_gap":23,"age_gap_label":"23 years","role":"possible mother","locations":["Glasgow"],"score":25,"classification":"chronology-only fallback","reasons":["plausible 23-year parent-child age gap (+18)","candidate's birth is 48 years before the subject's earliest dated child (1637), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 3 years of the subject (+3)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","the subject's current profile explicitly says its birth details are unproved (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","household chronology","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Scot-373","name":"Christian (Scot) Glasgow","catalogue_id":"scot-373","html_url":"/people/scot-373.html","birth_year":1590,"death_year":null,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Glasgow"],"score":24,"classification":"chronology-only fallback","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 47 years before the subject's earliest dated child (1637), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","the subject's current profile explicitly says its birth details are unproved (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","household chronology","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."}}