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other parent Jane (Bell) Glasgow)","same-couple children Elizabeth Jane Glasgow (1863) and David Glasgow (1865) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","known spouse Jane (Bell) Glasgow had a bounded, possibly plausible maternal age (20) at the subject's birth (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Jane +3 (68 public profiles) (+3 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)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","indirect multi-factor convergence","lineage surname as middle name","local same-spouse child window","rare sibling-name pattern","spouse chronology","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Bell-32322","name":"Jane (Bell) Glasgow","html_url":"/people/bell-32322.html"}},{"id":"Glasgow-587","name":"Robert Glasgow","catalogue_id":"glasgow-587","html_url":"/people/glasgow-587.html","birth_year":1830,"death_year":1914,"gender":"Male","age_gap":34,"age_gap_label":"34 years","role":"possible father","locations":["Cookstown, County Tyrone, Ireland, United Kingdom","Avondale, Auckland, New Zealand","Cookstown"],"score":34,"classification":"competing linked parent","reasons":["plausible 34-year parent-child age gap (+18)","candidate's birth is 72 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","subject's birth fits between children attributed to the same parental couple (1860–1873) (+6; other parent Ann (Sloan) Glasgow)","candidate has another child, Sarah Ann Glasgow, born 0 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","known spouse Ann (Sloan) Glasgow had a bounded, possibly plausible maternal age (30) 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":8,"factors":["age","collateral naming","indirect multi-factor convergence","local sibling birth","spouse chronology","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Sloan-4343","name":"Ann (Sloan) Glasgow","html_url":"/people/sloan-4343.html"}},{"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":20,"age_gap_label":"20 years","role":"possible father","locations":["Muntober, County Tyrone, Ireland, United Kingdom","Papakura, Auckland, New Zealand","Kildress civil parish"],"score":33,"classification":"competing linked parent","reasons":["plausible 20-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)","same specific indexed locality despite wider place-label differences: kildress civil parish (+10)","known spouse Margaret (Dougall) Glasgow had a plausible maternal age (15) at the subject's birth (+3)","a candidate spouse matches the first dated daughter Margaret Ann (Glasgow) Henry, the expected mother position (+4; Margaret in 206 profiles)","the same sex-aware parent-name position recurs independently in sibling households: James Glasgow → James Glasgow (+3)","uncommon given names recur in both otherwise distinct descendant branches: Rachel +8 (24 public profiles; subject branch: Rachel Hannah Glasgow; candidate branch: Rachel Maud (Glasgow) Maisey) (+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)"],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","candidate-family tradition","indirect multi-factor convergence","rare branch-name recurrence","sex-aware ordered naming","sibling-household replication","spouse chronology","two-generation chronology","undated locality"],"indirect_factor_count":8,"suggested_co_parent":null},{"id":"Glasgow-1711","name":"James Glasgow","catalogue_id":"glasgow-1711","html_url":"/people/glasgow-1711.html","birth_year":1833,"death_year":1897,"gender":"Male","age_gap":31,"age_gap_label":"31 years","role":"possible father","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":32,"classification":"competing linked parent","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 69 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","subject's birth fits between children attributed to the same parental couple (1860–1878) (+6; other parent Hannah (Ferguson) Glasgow)","same-couple children James Glasgow (1862) and Robert Glasgow (1867) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 5-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","known spouse Hannah (Ferguson) Glasgow had a bounded, possibly plausible maternal age (28) at the subject's birth (+3)","the same sex-aware parent-name position recurs independently in sibling households: James Glasgow → James Glasgow (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Jane +3 (68 public profiles) (+3 total)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","birth-order gap","local same-spouse child window","rare sibling-name pattern","sibling-household replication","spouse chronology","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Ferguson-16498","name":"Hannah (Ferguson) Glasgow","html_url":"/people/ferguson-16498.html"}},{"id":"Bell-31286","name":"Margaret (Bell) Glasgow","catalogue_id":"bell-31286","html_url":"/people/bell-31286.html","birth_year":1840,"death_year":1921,"gender":"Female","age_gap":24,"age_gap_label":"24 years","role":"possible mother","locations":["Ballynasollus, Kildress, Cookstown, County Tyrone, Ireland","Drumnaglogh, Kildress, Cookstown, County Tyrone, Ireland","Kildress civil parish"],"score":50,"classification":"competing linked parent","reasons":["plausible 24-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)","same specific indexed locality despite wider place-label differences: kildress civil parish (+10)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1861–1882) (+6; other parent David Glasgow)","same-couple children Jane Glasgow (1863) and Margaret (Glasgow) Percey (1869) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 6-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","candidate's name matches the first dated daughter Margaret Ann (Glasgow) Henry, the expected mother position for a female subject (+5; catalogue rarity 0, Margaret in 206 profiles)","family naming controls: 2 supporting and 0 conflicting known positions (already reflected in naming weight)","candidate's other children share uncommon given names with the subject's recorded siblings: Jane +3 (68 public profiles) (+3 total)","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) Hagan, 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)"],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":11,"factors":["age","birth-order gap","collateral naming","indirect multi-factor convergence","local same-spouse child window","rare sibling-name pattern","sex-aware ordered naming","spouse-specific child window","tradition validation","two-generation chronology","undated locality"],"indirect_factor_count":10,"suggested_co_parent":{"id":"Glasgow-1644","name":"David Glasgow","html_url":"/people/glasgow-1644.html"}},{"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":20,"age_gap_label":"20 years","role":"possible mother","locations":["Ballynasollus, Kildress, Cookstown, County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","Kildress civil parish"],"score":41,"classification":"competing linked parent","reasons":["plausible 20-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)","same specific indexed locality despite wider place-label differences: kildress civil parish (+10)","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)","same-couple children Elizabeth Jane Glasgow (1863) and David Glasgow (1865) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","candidate's other children share uncommon given names with the subject's recorded siblings: Jane +3 (68 public profiles) (+3 total)","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)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","collateral naming","indirect multi-factor convergence","local same-spouse child window","rare sibling-name pattern","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-1706","name":"John Glasgow","html_url":"/people/glasgow-1706.html"}},{"id":"Henry-13722","name":"Esther (Henry) Glasgow","catalogue_id":"henry-13722","html_url":"/people/henry-13722.html","birth_year":1834,"death_year":1897,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["Drumnamalta, Kildress, County Tyrone, Ireland","Drumnamalta, Kildress, Cookstown, County Tyrone, Ireland","Kildress civil parish"],"score":27,"classification":"competing linked parent","reasons":["plausible 30-year parent-child age gap (+18)","candidate's birth is 68 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","same specific indexed locality despite wider place-label differences: kildress civil parish (+10)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1857–1878) (+6; other parent Allen Glasgow)","same-couple children Joseph Glasgow (1862) and Annie Glasgow (1866) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 4-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","birth-order gap","local same-spouse child window","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-1703","name":"Allen Glasgow","html_url":"/people/glasgow-1703.html"}},{"id":"Ferguson-16498","name":"Hannah (Ferguson) Glasgow","catalogue_id":"ferguson-16498","html_url":"/people/ferguson-16498.html","birth_year":1836,"death_year":1918,"gender":"Female","age_gap":28,"age_gap_label":"28 years","role":"possible mother","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","Montober, Kildress, Cookstown, County Tyrone, Ireland","Killycurragh townland — Oritor/Derryloran"],"score":26,"classification":"competing linked parent","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 66 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown, kildress (+6)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1860–1878) (+6; other parent James Glasgow)","same-couple children James Glasgow (1862) and Robert Glasgow (1867) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 5-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","candidate's other children share uncommon given names with the subject's recorded siblings: Jane +3 (68 public profiles) (+3 total)"],"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":7,"factors":["age","birth-order gap","local same-spouse child window","rare sibling-name pattern","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-1711","name":"James Glasgow","html_url":"/people/glasgow-1711.html"}},{"id":"Little-17969","name":"Jane (Little) Glasgow","catalogue_id":"little-17969","html_url":"/people/little-17969.html","birth_year":1825,"death_year":1924,"gender":"Female","age_gap":39,"age_gap_label":"39 years","role":"possible mother","locations":["Craigs, Oritor, Derryloran, County Tyrone, Ireland","Cookstown, County Tyrone, Northern Ireland, United Kingdom","County Tyrone — exact locality unproved"],"score":23,"classification":"competing linked parent","reasons":["plausible 39-year parent-child age gap (+18)","candidate's birth is 77 years before the subject's earliest dated child (1902), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1857–1868) (+6; other parent Benjamin Glasgow)","same-couple children John Glasgow (1862) and Henry Little Glasgow (1866) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 4-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","birth-order gap","local same-spouse child window","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-2059","name":"Benjamin Glasgow","html_url":"/people/glasgow-2059.html"}}],"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."}}