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branches: Brown +6 (+6 total)","3 independent unlinked-profile clue types converge (+5): collateral network, household chronology, locality"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","birth-order gap","indirect multi-factor convergence","local same-spouse child window","repeated marriage surnames","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Glasgow-1625","name":"Robert Anderson Glasgow","html_url":"/people/glasgow-1625.html"}},{"id":"Stever-184","name":"Anna Mary (Stever) Glasgow","catalogue_id":"stever-184","html_url":"/people/stever-184.html","birth_year":1834,"death_year":1921,"gender":"Female","age_gap":18,"age_gap_label":"18 years","role":"possible mother","locations":["Cassville, Huntingdon, Pennsylvania, United States","Seattle, King, Washington, United States"],"score":54,"classification":"moderate lead","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","plausible 18-year parent-child age gap (+18)","candidate's birth is 43 years before the subject's earliest dated child (1877), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","candidate is already linked as parent of 2 exact subject sibling profiles (+20): Ruhamah (Glasgow) Archer, Eliza Grace Glasgow","the candidate and the subject's linked father Samuel Black Glasgow are jointly recorded as parents of 2 exact sibling profiles (+14; strong couple-structure clue)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","exact sibling profiles","parental couple structure","sibling parental couple","two-generation chronology"],"indirect_factor_count":2,"suggested_co_parent":null},{"id":"Glasgow-2116","name":"Mary Jane (Glasgow) Benn","catalogue_id":"glasgow-2116","html_url":"/people/glasgow-2116.html","birth_year":1833,"death_year":1869,"gender":"Female","age_gap":19,"age_gap_label":"19 years","role":"possible mother","locations":["Adams, Ohio, United States","Jackson Township, Washington, Iowa, United States"],"score":45,"classification":"moderate lead","reasons":["plausible 19-year parent-child age gap (+18)","candidate's birth is 44 years before the subject's earliest dated child (1877), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: adams (+6)","same research cluster (+0; grouping is not kinship evidence)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Ralph +12 (10 public profiles; niece/nephew Ralph Glasgow) (+12 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"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":"Blackwood-456","name":"Elizabeth J (Blackwood) Glasgow","catalogue_id":"blackwood-456","html_url":"/people/blackwood-456.html","birth_year":1823,"death_year":1889,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["County Down, Ireland","West Deer Township, Allegheny, Pennsylvania, United States"],"score":45,"classification":"moderate lead","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1877), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: west (+6)","subject's birth fits between children attributed to the same parental couple (1846–1866) (+6; other parent John Cameron Glasgow)","a candidate spouse matches the first dated son John Walter Glasgow, the expected father position (+3; John in 279 profiles)","candidate's other children share uncommon given names with the subject's recorded siblings: Joseph +3 (39 public profiles) (+3 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","indirect multi-factor convergence","rare sibling-name pattern","sex-aware ordered naming","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-466","name":"John Cameron Glasgow","html_url":"/people/glasgow-466.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."}}