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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) Pady) (+12 total)"],"conflicts":["a different linked father 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":6,"factors":["age","broad geography","collateral naming","household chronology","spouse chronology","two-generation chronology"],"indirect_factor_count":6,"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":20,"age_gap_label":"20 years","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland","Glasgow"],"score":21,"classification":"weak lead","reasons":["plausible 20-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1600), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","known spouse Jonet (Meik) Glasgow had a plausible maternal age (15) 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 linked father 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":4,"factors":["age","collateral naming","spouse chronology","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Herbison-439","name":"Margaret (Herbison) Glasgow","catalogue_id":"herbison-439","html_url":"/people/herbison-439.html","birth_year":1540,"death_year":null,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["Glasgow"],"score":27,"classification":"competing linked parent","reasons":["plausible 30-year parent-child age gap (+18)","candidate's birth is 60 years before the subject's earliest dated child (1600), 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 (1569–1585) (+6; other parent William Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Jonet +14 (15 public profiles; subject branch: Jonet (Glasgow) Logan; candidate branch: Jonet Glasgow, Jonet (Glasgow) Stewart; +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":4,"factors":["age","rare branch-name recurrence","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-3522","name":"William Glasgow","html_url":"/people/glasgow-3522.html"}},{"id":"Newlands-647","name":"Isobell (Newlands) Glasgow","catalogue_id":"newlands-647","html_url":"/people/newlands-647.html","birth_year":1530,"death_year":null,"gender":"Female","age_gap":40,"age_gap_label":"40 years","role":"possible mother","locations":["Glasgow"],"score":19,"classification":"competing linked parent","reasons":["plausible 40-year parent-child age gap (+18)","candidate's birth is 70 years before the subject's earliest dated child (1600), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","uncommon given names recur in both otherwise distinct descendant branches: Jonet +12 (15 public profiles; subject branch: Jonet (Glasgow) Logan; candidate branch: Jonet Glasgow) (+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","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Anderson-103463","name":"Jonet Glasgow","catalogue_id":"anderson-103463","html_url":"/people/anderson-103463.html","birth_year":1540,"death_year":null,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["Inveresk"],"score":14,"classification":"competing linked parent","reasons":["plausible 30-year parent-child age gap (+18)","candidate's birth is 60 years before the subject's earliest dated child (1600), a compatible grandparent-generation interval (+4)","weak broad-area overlap: inveresk (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 5 years of the subject (+1)","candidate's given name recurs among another recorded child (+5; Jonet occurs in 15 public profiles)"],"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":5,"factors":["age","broad geography","child naming","household chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Rolland-239","name":"Margaret (Rolland) Glasgow","catalogue_id":"rolland-239","html_url":"/people/rolland-239.html","birth_year":1535,"death_year":null,"gender":"Female","age_gap":35,"age_gap_label":"35 years","role":"possible mother","locations":["Glasgow"],"score":10,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 65 years before the subject's earliest dated child (1600), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a candidate spouse matches the first dated son Robert Glasgow II, the expected father position (+3; Robert in 168 profiles)"],"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","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Hutcheson-1656","name":"Margaret (Hutcheson) Glasgow","catalogue_id":"hutcheson-1656","html_url":"/people/hutcheson-1656.html","birth_year":1550,"death_year":null,"gender":"Female","age_gap":20,"age_gap_label":"20 years","role":"possible mother","locations":["Scotland","Scotland — exact locality unproved"],"score":9,"classification":"competing linked parent","reasons":["plausible 20-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1600), a compatible grandparent-generation interval (+4)","same broad administrative area only (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 5 years of the subject (+1)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","household chronology","two-generation chronology"],"indirect_factor_count":4,"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."}}
