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other parent Margaret (Bell) Glasgow)","same-couple children Jane Glasgow (1861) 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 8-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","known spouse Margaret (Bell) Glasgow had a bounded, possibly plausible maternal age (23) 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); Richard +12 (13 public profiles) (+19 total including +4 rare-name bundle bonus)"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","candidate already has another child named Elizabeth (Glasgow) Bell (Glasgow-1791) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","birth-order gap","local same-spouse child window","rare name bundle","rare sibling-name pattern","spouse chronology","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Bell-31286","name":"Margaret (Bell) Glasgow","html_url":"/people/bell-31286.html"}},{"id":"Glasgow-2059","name":"Benjamin Glasgow","catalogue_id":"glasgow-2059","html_url":"/people/glasgow-2059.html","birth_year":1835,"death_year":1870,"gender":"Male","age_gap":28,"age_gap_label":"28 years","role":"possible father","locations":["Killycurragh, Derryloran, County Tyrone, Ireland, United Kingdom","Cookstown SRD, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":53,"classification":"moderate lead","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 58 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","same specific indexed locality despite wider place-label differences: killycurragh townland oritor derryloran (+10)","subject's birth fits between children attributed to the same parental couple (1857–1868) (+6; other parent Jane (Little) 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)","known spouse Jane (Little) Glasgow had a plausible maternal age (38) at the subject's birth (+7)"],"conflicts":["a different linked father 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":7,"factors":["age","birth-order gap","local same-spouse child window","spouse chronology","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Little-17969","name":"Jane (Little) Glasgow","html_url":"/people/little-17969.html"}},{"id":"Glasgow-1697","name":"Silas Ebenezer Glasgow","catalogue_id":"glasgow-1697","html_url":"/people/glasgow-1697.html","birth_year":1825,"death_year":1875,"gender":"Male","age_gap":38,"age_gap_label":"38 years","role":"possible father","locations":["Killycurragh, Derryloran, County Tyrone, Ireland, United Kingdom","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":49,"classification":"moderate lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 68 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","subject's birth fits between children attributed to the same parental couple (1858–1869) (+6; other parent Isabella (Loughlin) Glasgow)","same-couple children Maggie Loughlin Glasgow (1861) and Samuel Glasgow (1864) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 3-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","known spouse Isabella (Loughlin) Glasgow had a bounded, possibly plausible maternal age (40) at the subject's birth (+3)"],"conflicts":["a different linked father 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":7,"factors":["age","birth-order gap","local same-spouse child window","spouse chronology","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Loughlin-342","name":"Isabella (Loughlin) Glasgow","html_url":"/people/loughlin-342.html"}},{"id":"Glasgow-1647","name":"David Glasgow","catalogue_id":"glasgow-1647","html_url":"/people/glasgow-1647.html","birth_year":1836,"death_year":1883,"gender":"Male","age_gap":27,"age_gap_label":"27 years","role":"possible father","locations":["Killycurragh, Derryloran, County Tyrone, Ireland, United Kingdom","Ballynagilly, Lissan, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":48,"classification":"moderate lead","reasons":["plausible 27-year parent-child age gap (+18)","candidate's birth is 57 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","same specific indexed locality despite wider place-label differences: killycurragh townland oritor derryloran (+10)","subject's birth fits between children attributed to the same parental couple (1859–1882) (+6; other parent Mary Glasgow)","same-couple children Annie (Glasgow) Mitchell (1862) and Martha (Glasgow) Chestnut (1864) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","known spouse Mary Glasgow had a bounded, possibly plausible maternal age (21) at the subject's birth (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: David +3 (39 public profiles) (+3 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":7,"factors":["age","local same-spouse child window","rare sibling-name pattern","spouse chronology","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-1648","name":"Mary Glasgow","html_url":"/people/glasgow-1648.html"}},{"id":"Glasgow-1648","name":"Mary Glasgow","catalogue_id":"glasgow-1648","html_url":"/people/glasgow-1648.html","birth_year":1842,"death_year":1917,"gender":"Female","age_gap":21,"age_gap_label":"21 years","role":"possible mother","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Ballynagilly, Lissan, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":72,"classification":"strong multi-factor lead","reasons":["plausible 21-year parent-child age gap (+18)","candidate's birth is 51 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","subject's birth fits between children attributed to the same parental couple (1859–1882) (+6; other parent David Glasgow)","same-couple children Annie (Glasgow) Mitchell (1862) and Martha (Glasgow) Chestnut (1864) 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: David +3 (39 public profiles) (+3 total)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Frances +12 (13 public profiles; niece/nephew Frances Glasgow); Jane +7 (68 public profiles; niece/nephew Jane (Glasgow) Hamilton, niece/nephew Jane Glasgow; +4 repetition bonus) (+19 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 linked mother is explicitly uncertain (−6; an existing hypothesis still needs resolving)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","candidate-family tradition","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":8,"suggested_co_parent":{"id":"Glasgow-1647","name":"David Glasgow","html_url":"/people/glasgow-1647.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":23,"age_gap_label":"23 years","role":"possible mother","locations":["Ballynasollus, Kildress, Cookstown, County Tyrone, Ireland","Drumnaglogh, Kildress, Cookstown, County Tyrone, Ireland","Kildress civil parish"],"score":57,"classification":"moderate lead","reasons":["plausible 23-year parent-child age gap (+18)","candidate's birth is 53 years before the subject's earliest dated child (1893), 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 (1861–1882) (+6; other parent David Glasgow)","same-couple children Jane Glasgow (1861) 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 8-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); Richard +12 (13 public profiles) (+19 total including +4 rare-name bundle bonus)"],"conflicts":["a different linked mother is explicitly uncertain (−6; an existing hypothesis still needs resolving)","candidate already has another child named Elizabeth (Glasgow) Bell (Glasgow-1791) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","birth-order gap","local same-spouse child window","rare name bundle","rare sibling-name pattern","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-1644","name":"David Glasgow","html_url":"/people/glasgow-1644.html"}},{"id":"Glasgow-1653","name":"Nancy Ann (Glasgow) Henry","catalogue_id":"glasgow-1653","html_url":"/people/glasgow-1653.html","birth_year":1832,"death_year":1894,"gender":"Female","age_gap":31,"age_gap_label":"31 years","role":"possible mother","locations":["Killycurragh, County Tyrone, Ireland, United Kingdom","Montober, Kildress, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":50,"classification":"moderate lead","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 61 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","same specific indexed locality despite wider place-label differences: killycurragh townland oritor derryloran (+10)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Frances +12 (13 public profiles; niece/nephew Frances Glasgow); Jane +7 (68 public profiles; niece/nephew Jane (Glasgow) Hamilton, niece/nephew Jane Glasgow; +4 repetition bonus) (+19 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"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":5,"factors":["age","collateral naming","indirect multi-factor convergence","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-1727","name":"Jane (Glasgow) Ferguson","catalogue_id":"glasgow-1727","html_url":"/people/glasgow-1727.html","birth_year":1828,"death_year":1901,"gender":"Female","age_gap":35,"age_gap_label":"35 years","role":"possible mother","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":49,"classification":"moderate lead","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 65 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","candidate's given name recurs among another recorded child (+1; Jane occurs in 68 public profiles)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Frances +12 (13 public profiles; niece/nephew Frances Glasgow); Jane +5 (68 public profiles; niece/nephew Jane (Glasgow) Hamilton, niece/nephew Jane Glasgow; +2 repetition bonus) (+17 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different linked mother is explicitly uncertain (−6; an existing hypothesis still needs resolving)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","child naming","collateral naming","indirect multi-factor convergence","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Glasgow-1707","name":"Nancy Glasgow","catalogue_id":"glasgow-1707","html_url":"/people/glasgow-1707.html","birth_year":1836,"death_year":1896,"gender":"Female","age_gap":27,"age_gap_label":"27 years","role":"possible mother","locations":["Killycurragh, Derryloran, County Tyrone, Ireland, United Kingdom","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":48,"classification":"moderate lead","reasons":["plausible 27-year parent-child age gap (+18)","candidate's birth is 57 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Frances +14 (13 public profiles; niece/nephew Frances (Glasgow) Warnock, niece/nephew Frances Bole (Glasgow) Warnock; +2 repetition bonus); Jane +3 (68 public profiles; sibling Jane Glasgow) (+17 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"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":5,"factors":["age","collateral naming","indirect multi-factor convergence","two-generation chronology","undated locality"],"indirect_factor_count":5,"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."}}