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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","branch migration","household chronology","indirect multi-factor convergence","local sibling birth","sibling-household replication","spouse chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":null},{"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":26,"age_gap_label":"26 years","role":"possible father","locations":["Killycurragh, Derryloran, County Tyrone, Ireland, United Kingdom","Cookstown SRD, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":49,"classification":"moderate lead","reasons":["plausible 26-year parent-child age gap (+18)","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 (1857) and John Glasgow (1862) 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 Jane (Little) Glasgow had a plausible maternal age (36) 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":6,"factors":["age","birth-order gap","local same-spouse child window","spouse chronology","spouse-specific child window","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Little-17969","name":"Jane (Little) Glasgow","html_url":"/people/little-17969.html"}},{"id":"Glasgow-2526","name":"Samuel Glasgow","catalogue_id":"glasgow-2526","html_url":"/people/glasgow-2526.html","birth_year":1831,"death_year":1902,"gender":"Male","age_gap":30,"age_gap_label":"30 years","role":"possible father","locations":["County Tyrone, Ireland, United Kingdom","Belfast, Ireland, United Kingdom","County Tyrone — exact locality unproved"],"score":49,"classification":"moderate lead","reasons":["plausible 30-year parent-child age gap (+18)","weak broad-area overlap: tyrone (+1; not a locality match)","subject's birth fits within the candidate's overall child-bearing span (1858–1878) (+3; children are not tied to one spouse)","candidate has another child, Edgart Cathcart Glasgow, born 3 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","known spouse Jane (Woods) Glasgow had a bounded, possibly plausible maternal age (24) at the subject's birth (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Annie +8 (22 public profiles); Emily +12 (10 public profiles) (+24 total including +4 rare-name bundle bonus)"],"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","broad geography","household chronology","local sibling birth","rare name bundle","rare sibling-name pattern","spouse chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"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":25,"age_gap_label":"25 years","role":"possible mother","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","Montober, Kildress, Cookstown, County Tyrone, Ireland","Killycurragh townland — Oritor/Derryloran"],"score":52,"classification":"moderate lead","reasons":["plausible 25-year parent-child age gap (+18)","same specific indexed locality despite wider place-label differences: killycurragh townland oritor derryloran (+10)","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 Jane Glasgow (1860) and James Glasgow (1862) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","descendant branches converge on the same specific migration destination queensland australia (+9; 4 migrated public profiles)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, specific migration"],"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":6,"factors":["age","branch migration","indirect multi-factor convergence","local same-spouse child window","spouse-specific child window","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-1711","name":"James Glasgow","html_url":"/people/glasgow-1711.html"}},{"id":"Loughlin-342","name":"Isabella (Loughlin) Glasgow","catalogue_id":"loughlin-342","html_url":"/people/loughlin-342.html","birth_year":1823,"death_year":1894,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["Cavanreagh, Ballynascreen, County Londonderry, Ireland","Killycurragh, Derryloran, County Tyrone, Ireland","County Londonderry — exact locality unproved"],"score":51,"classification":"moderate lead","reasons":["plausible 38-year parent-child age gap (+18)","candidate has only broad or undated birth-locality overlap: derryloran, killycurragh (+6)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1858–1869) (+6; other parent Silas Ebenezer Glasgow)","same-couple children Janet M Glasgow (1858) and James Alexander Glasgow (1863) 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)","descendant branches converge on the same specific migration destination killycurragh townland oritor derryloran (+8; 23 migrated public profiles; +1 repeated-branch bonus)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, specific migration"],"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":7,"factors":["age","birth-order gap","branch migration","indirect multi-factor convergence","local same-spouse child window","spouse-specific child window","undated locality"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-1697","name":"Silas Ebenezer Glasgow","html_url":"/people/glasgow-1697.html"}},{"id":"Bole-218","name":"Frances (Bole) Glasgow","catalogue_id":"bole-218","html_url":"/people/bole-218.html","birth_year":1842,"death_year":1920,"gender":"Female","age_gap":19,"age_gap_label":"19 years","role":"possible mother","locations":["Oritor, Kildress, Cookstown, County Tyrone, Ireland","Gortnaskea, Tullyniskan, Dungannon, County Tyrone, Ireland","Kildress civil parish"],"score":42,"classification":"moderate lead","reasons":["plausible 19-year parent-child age gap (+18)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 2 years of the subject (+3)","candidate has another child, James Glasgow, born 2 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","candidate's other children share uncommon given names with the subject's recorded siblings: Emily +12 (10 public profiles); Martha +3 (44 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 Mary Glasgow (Glasgow-1811) 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":6,"factors":["age","household chronology","local sibling birth","rare name bundle","rare sibling-name pattern","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Ferguson-16492","name":"Ann Jane (Ferguson) Glasgow","catalogue_id":"ferguson-16492","html_url":"/people/ferguson-16492.html","birth_year":1823,"death_year":1912,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["Ireland","Ballynasollus,  Cookstown, County Tyrone, Ireland","County Antrim — exact locality unproved"],"score":41,"classification":"moderate lead","reasons":["plausible 38-year parent-child age gap (+18)","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 (1844–1866) (+6; other parent John Glasgow)","same-couple children Sarah Glasgow (1860) and Margaret Glasgow (1864) 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)","candidate's other children share uncommon given names with the subject's recorded siblings: Martha +3 (44 public profiles) (+3 total)"],"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":6,"factors":["age","birth-order gap","local same-spouse child window","rare sibling-name pattern","spouse-specific child window","undated locality"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-1699","name":"John Glasgow","html_url":"/people/glasgow-1699.html"}},{"id":"Sloan-4343","name":"Ann (Sloan) Glasgow","catalogue_id":"sloan-4343","html_url":"/people/sloan-4343.html","birth_year":1834,"death_year":1917,"gender":"Female","age_gap":27,"age_gap_label":"27 years","role":"possible mother","locations":["Annaghone, Donaghenry, Cookstown, County Tyrone, Ireland","Avondale, Auckland, North Island, New Zealand","Cookstown"],"score":38,"classification":"weak lead","reasons":["plausible 27-year parent-child age gap (+18)","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 (1860–1873) (+6; other parent Robert Glasgow)","same-couple children William Glasgow (1860) and Sarah Ann Glasgow (1864) 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 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","birth-order gap","local same-spouse child window","spouse-specific child window","undated locality"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-587","name":"Robert Glasgow","html_url":"/people/glasgow-587.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."}}