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other parent Mary Glasgow)","same-couple children James George Glasgow (1859) and Mary Jane (Glasgow) Henry (1861) 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 (18) at the subject's birth (+3)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","local same-spouse child window","spouse chronology","spouse-specific child window","undated locality"],"indirect_factor_count":5,"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":18,"age_gap_label":"18 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":26,"classification":"competing linked parent","reasons":["plausible 18-year parent-child age gap (+18)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","subject's birth fits between children attributed to the same parental couple (1859–1882) (+6; other parent David Glasgow)","same-couple children James George Glasgow (1859) and Mary Jane (Glasgow) Henry (1861) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the same sex-aware parent-name position recurs independently in sibling households: Margaret Jane Glasgow → Mary Jane Miriam Isabella Glasgow (+3)","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 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","candidate-family tradition","indirect multi-factor convergence","local same-spouse child window","sibling-household replication","spouse-specific child window","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-1647","name":"David Glasgow","html_url":"/people/glasgow-1647.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":26,"age_gap_label":"26 years","role":"possible mother","locations":["Drumnamalta, Kildress, County Tyrone, Ireland","Drumnamalta, Kildress, Cookstown, County Tyrone, Ireland","Kildress civil parish"],"score":19,"classification":"competing linked parent","reasons":["plausible 26-year parent-child age gap (+18)","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 Mary (Glasgow) Henry (1859) and Joseph Glasgow (1862) 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)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","candidate already has another child named Thomas Hamilton Glasgow (Glasgow-2008) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"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-1703","name":"Allen Glasgow","html_url":"/people/glasgow-1703.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":35,"age_gap_label":"35 years","role":"possible mother","locations":["Craigs, Oritor, Derryloran, County Tyrone, Ireland","Cookstown, County Tyrone, Northern Ireland, United Kingdom","County Tyrone — exact locality unproved"],"score":19,"classification":"competing linked parent","reasons":["plausible 35-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 (1857–1868) (+6; other parent Benjamin 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)"],"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":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-2059","name":"Benjamin Glasgow","html_url":"/people/glasgow-2059.html"}},{"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":37,"age_gap_label":"37 years","role":"possible mother","locations":["Ireland","Ballynasollus,  Cookstown, County Tyrone, Ireland","County Antrim — exact locality unproved"],"score":19,"classification":"competing linked parent","reasons":["plausible 37-year parent-child age gap (+18)","candidate has only broad or undated birth-locality overlap: ballynasollus, 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 Jane Glasgow (1855) and Margaret Glasgow (1864) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 9-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":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-1699","name":"John Glasgow","html_url":"/people/glasgow-1699.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":37,"age_gap_label":"37 years","role":"possible mother","locations":["Cavanreagh, Ballynascreen, County Londonderry, Ireland","Killycurragh, Derryloran, County Tyrone, Ireland","County Londonderry — exact locality unproved"],"score":14,"classification":"competing linked parent","reasons":["plausible 37-year parent-child age gap (+18)","weak broad-area overlap: tyrone (+1; not a locality match)","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 Maggie Loughlin Glasgow (1861) 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)"],"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":5,"factors":["age","birth-order gap","broad geography","local same-spouse child window","spouse-specific child window"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-1697","name":"Silas Ebenezer Glasgow","html_url":"/people/glasgow-1697.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."}}