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possible sibling-household clue)","the same sex-aware parent-name position recurs independently in sibling households: James Robert Glasgow → Elizabeth Eleanor (Glasgow) Urquhart (+3)","descendant branches share only a broad migration destination country (+1; weak alone): new zealand"],"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":6,"factors":["age","broad migration","household chronology","local sibling birth","sibling-household replication","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Henry-6408","name":"Mary Anne (Henry) Glasgow","catalogue_id":"henry-6408","html_url":"/people/henry-6408.html","birth_year":1802,"death_year":1888,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["Derryloran, Cookstown Co Tyrone, Ireland","Montober, County Tyrone, Ireland","Cookstown"],"score":12,"classification":"competing linked parent","reasons":["plausible 30-year parent-child age gap (+18)","candidate has only broad or undated birth-locality overlap: cookstown, derryloran (+6)","subject's birth fits between children attributed to the same parental couple (1827–1844) (+6; other parent William Glasgow)","candidate has another child, Robert Glasgow, born 2 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","descendant branches share only a broad migration destination country (+1; weak alone): new zealand"],"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","broad migration","local sibling birth","spouse-specific child window","undated locality"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-585","name":"William Glasgow","html_url":"/people/glasgow-585.html"}},{"id":"Glendinning-340","name":"Nancy (Glendinning) Glasgow","catalogue_id":"glendinning-340","html_url":"/people/glendinning-340.html","birth_year":1803,"death_year":1890,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["Brackagh, Lissan, County Londonderry, Ireland","Belle Center, Logan, Ohio, United States","Lissan civil parish — Cookstown area"],"score":5,"classification":"competing linked parent","reasons":["plausible 29-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 (1824–1844) (+6; other parent William Glasgow)"],"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":3,"factors":["age","spouse-specific child window","undated locality"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasgow-1675","name":"William Glasgow","html_url":"/people/glasgow-1675.html"}},{"id":"Glasgow-2880","name":"Elizabeth Glasgow","catalogue_id":"glasgow-2880","html_url":"/people/glasgow-2880.html","birth_year":1794,"death_year":1875,"gender":"Female","age_gap":38,"age_gap_label":"38 years","role":"possible mother","locations":["County Tyrone Oregon Londonderry, Ireland","Derrycrummy, Derryloran, County Londonderry, Ireland, United Kingdom","Tamlaght O'Crilly civil parish"],"score":2,"classification":"competing linked parent","reasons":["plausible 38-year parent-child age gap (+18)","candidate has only broad or undated birth-locality overlap: derryloran (+6)","the same sex-aware parent-name position recurs independently in sibling households: James Robert Glasgow → Elizabeth Eleanor (Glasgow) Urquhart (+3)"],"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":3,"factors":["age","sibling-household replication","undated locality"],"indirect_factor_count":2,"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."}}