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(Glasgow) Hale) (+12 total)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","rare branch-name recurrence","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Groff-325","name":"Elizabeth (Groff) Glasgow","html_url":"/people/groff-325.html"}},{"id":"Glasgow-690","name":"John Glasgow","catalogue_id":"glasgow-690","html_url":"/people/glasgow-690.html","birth_year":1819,"death_year":1899,"gender":"Male","age_gap":6,"age_gap_label":"nominally 6 years; approximate dates permit about 16–26 years","role":"possible father","locations":["Coffee County, Tennessee"],"score":11,"classification":"weak lead","reasons":["the nominal 6-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (16–26 years) (+4)","candidate's birth is 33 years before the subject's earliest dated child (1852), a marginal two-generation interval (+1)","same research cluster (+0; 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sibling Maria Glasgow) (+12 total)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","collateral naming","household chronology","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-3930","name":"Lavinia Glasgow","catalogue_id":"glasgow-3930","html_url":"/people/glasgow-3930.html","birth_year":1806,"death_year":null,"gender":"Female","age_gap":19,"age_gap_label":"19 years","role":"possible mother","locations":["County Antrim — exact locality unproved"],"score":9,"classification":"weak lead","reasons":["plausible 19-year parent-child age gap (+18)","candidate's birth is 46 years before the subject's earliest dated child (1852), a compatible grandparent-generation interval (+4)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Maria +12 (8 public profiles; sibling Maria Glasgow) (+12 total)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","collateral naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-3929","name":"Jane Glasgow","catalogue_id":"glasgow-3929","html_url":"/people/glasgow-3929.html","birth_year":1802,"death_year":null,"gender":"Female","age_gap":23,"age_gap_label":"23 years","role":"possible mother","locations":["Ireland","Boveedy / Bovedy townland and village","County Antrim — exact locality unproved"],"score":9,"classification":"weak lead","reasons":["plausible 23-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1852), a compatible grandparent-generation interval (+4)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Maria +12 (8 public profiles; sibling Maria Glasgow) (+12 total)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","collateral naming","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Groff-325","name":"Elizabeth (Groff) Glasgow","catalogue_id":"groff-325","html_url":"/people/groff-325.html","birth_year":1810,"death_year":1854,"gender":"Female","age_gap":15,"age_gap_label":"15 years","role":"possible mother","locations":["St. Louis, St. Louis, Missouri Territory, United States","Osage, Missouri, USA"],"score":7,"classification":"weak lead","reasons":["possible 15-year parent-child age gap (+10)","candidate's birth is 42 years before the subject's earliest dated child (1852), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1821–1849) (+6; other parent James Albert Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Maria +12 (8 public profiles; subject branch: Maria Cecilia (Glasgow) Moyer; candidate branch: Maria A. (Glasgow) Hale) (+12 total)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","rare branch-name recurrence","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-45","name":"James Albert Glasgow","html_url":"/people/glasgow-45.html"}},{"id":"Glasgow-3928","name":"Maria Glasgow","catalogue_id":"glasgow-3928","html_url":"/people/glasgow-3928.html","birth_year":1800,"death_year":null,"gender":"Female","age_gap":25,"age_gap_label":"25 years","role":"possible mother","locations":["Ireland","County Antrim — exact locality unproved"],"score":2,"classification":"weak lead","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 52 years before the subject's earliest dated child (1852), a compatible grandparent-generation interval (+4)","candidate's given name recurs among another recorded child (+5; Maria occurs in 8 public profiles)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","child naming","two-generation chronology"],"indirect_factor_count":3,"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."}}
