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broad-area overlap: midlothian (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 6 years of the subject (+1)","known spouse Bessie (Robertson) Glasgow had a bounded, possibly plausible maternal age (25) at the subject's birth (+3)"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","candidate's household recorded William Glasgow in Mid Calder, Midlothian, Scotland within 6 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","broad geography","contemporaneous household conflict","household chronology","spouse chronology","two-generation chronology"],"indirect_factor_count":6,"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":28,"age_gap_label":"at most 28 years","role":"possible mother","locations":["Inveresk, Midlothian, Scotland","Inveresk"],"score":22,"classification":"weak lead","reasons":["bounded birth date gives a parent-child age gap of at most 28 years (+10; true age remains uncertain)","candidate's birth is 47 years before the subject's earliest dated child (1634), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: inveresk (+6)","same research cluster (+0; grouping is not kinship evidence)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","candidate has another child, Edward Glasgow, born 0 years from the subject in the same specific birth locality (+6; possible sibling-household clue)"],"conflicts":["a different linked mother is explicitly uncertain (−6; an existing hypothesis still needs resolving)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","household chronology","local sibling birth","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Bie-55","name":"Christina Glasgow","catalogue_id":"bie-55","html_url":"/people/bie-55.html","birth_year":1589,"death_year":null,"gender":"Female","age_gap":26,"age_gap_label":"at most 26 years","role":"possible mother","locations":["New Aberdour, Aberdeenshire, Scotland"],"score":20,"classification":"weak lead","reasons":["bounded birth date gives a parent-child age gap of at most 26 years (+10; true age remains uncertain)","candidate's birth is 45 years before the subject's earliest dated child (1634), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject birth boundary overlaps children attributed to the same parental couple (1603–1626) (+3; other parent James Glasgow)","candidate has another child, William Glasgow, born 1 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","uncommon spouse surnames recur across the subject and candidate branches: Clerk +8 (+8 total)","3 independent unlinked-profile clue types converge (+5): collateral network, household chronology, locality"],"conflicts":["a different linked mother is explicitly uncertain (−6; an existing hypothesis still needs resolving)","same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","indirect multi-factor convergence","local sibling birth","repeated marriage surnames","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-991","name":"James Glasgow","html_url":"/people/glasgow-991.html"}},{"id":"Glasgow-3183","name":"Jonet (Glasgow) Ramsy","catalogue_id":"glasgow-3183","html_url":"/people/glasgow-3183.html","birth_year":1600,"death_year":null,"gender":"Female","age_gap":15,"age_gap_label":"at most 15 years","role":"possible mother","locations":["Mid Calder, Midlothian, Scotland","Mid Calder"],"score":9,"classification":"weak lead","reasons":["bounded birth date gives a parent-child age gap of at most 15 years (+10; true age remains uncertain)","candidate's birth is 34 years before the subject's earliest dated child (1634), a marginal two-generation interval (+1)","mapped Mid Calder is 27.2 km from the subject's birth-period Musselburgh / Inveresk (+1; one or both placements are unproved)","same research cluster (+0; grouping is not kinship evidence)","the same sex-aware parent-name position recurs independently in sibling households: James Glasgow → Jonet Glasgow (+3)"],"conflicts":["a different linked mother is explicitly uncertain (−6; an existing hypothesis still needs resolving)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","mapped proximity","sibling-household replication","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-3061","name":"Jonet (Glasgow) Stewart","catalogue_id":"glasgow-3061","html_url":"/people/glasgow-3061.html","birth_year":1607,"death_year":null,"gender":"Female","age_gap":8,"age_gap_label":"nominally 8 years; approximate dates permit about 15–18 years","role":"possible mother","locations":["Glasgow, Lanarkshire, Scotland","Glasgow"],"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 (15–18 years) (+4)","same research cluster (+0; grouping is not kinship evidence)","the same sex-aware parent-name position recurs independently in sibling households: James Glasgow → Jonet Glasgow (+3)"],"conflicts":["a different linked mother is explicitly uncertain (−6; an existing hypothesis still needs resolving)","parentage requires the approximate birth estimate to be early enough (no deduction)","candidate-to-earliest-child interval of 27 years is implausible for two generations (−8)","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":2,"factors":["age","sibling-household replication"],"indirect_factor_count":1,"suggested_co_parent":null},{"id":"Glasgow-1494","name":"Jonet (Glasgow) Logan","catalogue_id":"glasgow-1494","html_url":"/people/glasgow-1494.html","birth_year":1600,"death_year":null,"gender":"Female","age_gap":15,"age_gap_label":"at most 15 years","role":"possible mother","locations":["Stevenston, Ayrshire, Scotland","Stevenston — Ayrshire"],"score":0,"classification":"weak lead","reasons":["bounded birth date gives a parent-child age gap of at most 15 years (+10; true age remains uncertain)","candidate's birth is 34 years before the subject's earliest dated child (1634), a marginal two-generation interval (+1)","same research cluster (+0; grouping is not kinship evidence)","the same sex-aware parent-name position recurs independently in sibling households: James Glasgow → Jonet Glasgow (+3)"],"conflicts":["a different linked mother is explicitly uncertain (−6; an existing hypothesis still needs resolving)","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","sibling-household replication","two-generation chronology"],"indirect_factor_count":2,"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."}}