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one or both placements are unproved)","a known child was born within 1 years of the subject (+3)","known spouse Rachel (Bell) Glasgow had a bounded, possibly plausible maternal age (25) at the subject's birth (+3)","a candidate spouse matches the second dated daughter Rachel Hannah Glasgow, the expected mother position (+6; Rachel in 24 profiles)","candidate's other children share uncommon given names with the subject's recorded siblings: Rachel +8 (24 public profiles) (+8 total)","candidate-line surnames recur as descendant middle names: Bell +6 (6 birth-surname profiles) (+6 total)","4 independent unlinked-profile clue types converge (+8): collateral network, household chronology, locality, naming"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)","candidate's household recorded Mary Jane Glasgow in Ballynasollus, Kildress, Cookstown, County Tyrone, Ireland, United Kingdom within 1 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":10,"factors":["age","contemporaneous household conflict","household chronology","indirect multi-factor convergence","lineage surname as middle name","mapped proximity","rare sibling-name pattern","sex-aware ordered naming","spouse chronology","two-generation chronology"],"indirect_factor_count":9,"suggested_co_parent":null},{"id":"Glasgow-1774","name":"John Glasgow","catalogue_id":"glasgow-1774","html_url":"/people/glasgow-1774.html","birth_year":1840,"death_year":1908,"gender":"Male","age_gap":33,"age_gap_label":"33 years","role":"possible father","locations":["Kildress, County Tyrone, Ireland, United Kingdom","Rockhampton, Queensland, Australia","Kildress civil parish"],"score":17,"classification":"competing linked parent","reasons":["plausible 33-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","mapped Kildress civil parish is 21.4 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","known spouse Mary Jane (Murphy) Glasgow had a bounded, possibly plausible maternal age (29) 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): Rachel +8 (24 public profiles; niece/nephew Rachel Maud (Glasgow) Maisey); Martha +3 (44 public profiles; niece/nephew Martha Emily Glasgow) (+11 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"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","collateral naming","indirect multi-factor convergence","mapped proximity","spouse chronology","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Glasgow-1797","name":"Nelson Glasgow","catalogue_id":"glasgow-1797","html_url":"/people/glasgow-1797.html","birth_year":1848,"death_year":1921,"gender":"Male","age_gap":25,"age_gap_label":"25 years","role":"possible father","locations":["Ballynasollus, Kildress, Cookstown, County Tyrone, Ireland, United Kingdom","Philadelphia, Pennsylvania, United States","Kildress civil parish"],"score":16,"classification":"competing linked parent","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","mapped Kildress civil parish is 21.4 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Rachel +8 (24 public profiles; niece/nephew Rachel Hannah Glasgow); Martha +5 (44 public profiles; niece/nephew Martha Bell (Glasgow) Carson, sibling Martha Glasgow; +2 repetition bonus) (+13 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"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":5,"factors":["age","collateral naming","indirect multi-factor convergence","mapped proximity","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-574","name":"James Glasgow","catalogue_id":"glasgow-574","html_url":"/people/glasgow-574.html","birth_year":1844,"death_year":1941,"gender":"Male","age_gap":29,"age_gap_label":"29 years","role":"possible father","locations":["Muntober, County Tyrone, Ireland, United Kingdom","Papakura, Auckland, New Zealand","Kildress civil parish"],"score":12,"classification":"competing linked parent","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 58 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","mapped Kildress civil parish is 21.4 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","a known child was born within 3 years of the subject (+3)","known spouse Margaret (Dougall) Glasgow had a plausible maternal age (24) at the subject's birth (+7)","candidate's other children share uncommon given names with the subject's recorded siblings: Rachel +8 (24 public profiles) (+8 total)","the candidate's own child family has 2 known-position naming matches (+3; branch-level validation)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)","candidate's household recorded William John Glasgow in Auckland, New Zealand within 5 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","candidate-family tradition","contemporaneous household conflict","household chronology","indirect multi-factor convergence","mapped proximity","rare sibling-name pattern","spouse chronology","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":null},{"id":"Glasgow-1793","name":"Jane Glasgow","catalogue_id":"glasgow-1793","html_url":"/people/glasgow-1793.html","birth_year":1855,"death_year":1933,"gender":"Female","age_gap":18,"age_gap_label":"18 years","role":"possible mother","locations":["Ballynasollus, Kildress, Cookstown, County Tyrone, Ireland, United Kingdom","Kildress civil parish"],"score":16,"classification":"competing linked parent","reasons":["plausible 18-year parent-child age gap (+18)","candidate's birth is 47 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","mapped Kildress civil parish is 21.4 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","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): Rachel +8 (24 public profiles; niece/nephew Rachel Hannah Glasgow); Martha +5 (44 public profiles; niece/nephew Martha Bell (Glasgow) Carson, sibling Martha Glasgow; +2 repetition bonus) (+13 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","collateral naming","indirect multi-factor convergence","mapped proximity","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Bell-32243","name":"Rachel (Bell) Glasgow","catalogue_id":"bell-32243","html_url":"/people/bell-32243.html","birth_year":1848,"death_year":1907,"gender":"Female","age_gap":25,"age_gap_label":"25 years","role":"possible mother","locations":["Ballynasollus, Kildress, County Tyrone, Ireland","Ballynasollus, County Tyrone, Ireland","Kildress civil parish"],"score":10,"classification":"competing linked parent","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","mapped Kildress civil parish is 21.4 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 1 years of the subject (+3)","candidate's name matches the second dated daughter Rachel Hannah Glasgow, the expected mother position for a male subject (+8; catalogue rarity 3, Rachel in 24 profiles)","family naming controls: 1 supporting and 1 conflicting known positions (already reflected in naming weight)","candidate's other children share uncommon given names with the subject's recorded siblings: Rachel +8 (24 public profiles) (+8 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","candidate's household recorded Mary Jane Glasgow in Ballynasollus, Kildress, Cookstown, County Tyrone, Ireland, United Kingdom within 1 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","contemporaneous household conflict","household chronology","indirect multi-factor convergence","mapped proximity","rare sibling-name pattern","sex-aware ordered naming","tradition validation","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":null},{"id":"Bell-32322","name":"Jane (Bell) Glasgow","catalogue_id":"bell-32322","html_url":"/people/bell-32322.html","birth_year":1844,"death_year":1919,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["Ballynasollus, Kildress, Cookstown, County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","Kildress civil parish"],"score":7,"classification":"competing linked parent","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 58 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","mapped Kildress civil parish is 21.4 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1863–1882) (+6; other parent John Glasgow)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Rachel +10 (24 public profiles; niece/nephew Rachel Glasgow, sibling Rachel Glasgow; +2 repetition bonus) (+10 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","candidate's household recorded Richard Glasgow in Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom within 0 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","collateral naming","contemporaneous household conflict","indirect multi-factor convergence","mapped proximity","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-1706","name":"John Glasgow","html_url":"/people/glasgow-1706.html"}},{"id":"Dougall-64","name":"Margaret (Dougall) Glasgow","catalogue_id":"dougall-64","html_url":"/people/dougall-64.html","birth_year":1849,"death_year":1944,"gender":"Female","age_gap":24,"age_gap_label":"24 years","role":"possible mother","locations":["Killycurragh , County Tyrone, Ireland","Papakura, Auckland, New Zealand","Killycurragh townland — Oritor/Derryloran"],"score":5,"classification":"competing linked parent","reasons":["plausible 24-year parent-child age gap (+18)","candidate's birth is 53 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","mapped Killycurragh townland — Oritor/Derryloran is 16.6 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 3 years of the subject (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Rachel +8 (24 public profiles) (+8 total)","the candidate's own child family has 3 known-position naming matches (+3; branch-level validation)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","candidate's household recorded William John Glasgow in Auckland, New Zealand within 5 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","candidate-family tradition","contemporaneous household conflict","household chronology","indirect multi-factor convergence","mapped proximity","rare sibling-name pattern","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-693","name":"Margaret Jane Glasgow","catalogue_id":"glasgow-693","html_url":"/people/glasgow-693.html","birth_year":1851,"death_year":1920,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Ballynasollus, Kildress, County Tyrone, Ireland, United Kingdom","Beltonanean, Kildress, Cookstown, County Tyrone, Ireland, United Kingdom","Kildress civil parish"],"score":3,"classification":"competing linked parent","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 51 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","mapped Kildress civil parish is 21.4 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 7 years of the subject (+1)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Rachel +8 (24 public profiles; niece/nephew Rachel Glasgow); Martha +3 (44 public profiles; niece/nephew Martha Glasgow) (+11 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","candidate's household recorded William John Glasgow in Beltonanean, Kildress, County Tyrone, Ireland, United Kingdom within 7 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","collateral naming","contemporaneous household conflict","household chronology","indirect multi-factor convergence","mapped proximity","two-generation chronology"],"indirect_factor_count":7,"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."}}
