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not a locality match)","subject's birth fits between children attributed to the same parental couple (1839–1849) (+6; other parent George Glasgow)","the same sex-aware parent-name position recurs independently in sibling households: Daniel Neely Glasgow → Sarah Taylor Glasgow (+3)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","sibling-household replication","spouse-specific child window"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasgow-1400","name":"George Glasgow","html_url":"/people/glasgow-1400.html"}},{"id":"McCaughan-222","name":"Mary (McCaughan) Glasgow","catalogue_id":"mccaughan-222","html_url":"/people/mccaughan-222.html","birth_year":1817,"death_year":1866,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["Lisnagaver, County Antrim, Ireland","County Antrim — exact locality unproved"],"score":26,"classification":"weak lead","reasons":["plausible 29-year parent-child age gap (+18)","weak broad-area overlap: antrim (+1; not a locality match)","subject's birth fits within the candidate's overall child-bearing span (1834–1847) (+3; children are not tied to one spouse)","candidate has another child, Robert Glasgow, born 6 years from the subject in the same specific birth locality (+4; possible sibling-household clue)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","household chronology","local sibling birth"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Neill-1934","name":"Jane (Neill) Glasgow","catalogue_id":"neill-1934","html_url":"/people/neill-1934.html","birth_year":1816,"death_year":null,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["Ireland","County Antrim — exact locality unproved"],"score":21,"classification":"weak lead","reasons":["plausible 30-year parent-child age gap (+18)","weak broad-area overlap: antrim (+1; not a locality match)","subject's birth fits between children attributed to the same parental couple (1841–1861) (+6; other parent Arthur Glasgow)","candidate and subject share the given name Jane (+5; weak direct parent-child name recurrence, 70 public profiles)","candidate's other children share uncommon given names with the subject's recorded siblings: Nancy +3 (48 public profiles) (+3 total)"],"conflicts":["candidate's household recorded James L Glasgow in Londonderry, Guernsey, Ohio, United States within 3 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","broad geography","contemporaneous household conflict","rare sibling-name pattern","same-sex generational naming","spouse-specific child window"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-1608","name":"Arthur Glasgow","html_url":"/people/glasgow-1608.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."}}