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grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1813–1831) (+6; other parent Isaac Wesley (Glascow) Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Martin +16 (3 public profiles; subject branch: Martin Luther Glasgow; candidate branch: Martin Glasgow); George +5 (59 public profiles; subject branch: George L Glasgow; candidate branch: George Houston Glasgow, George Irvin Glasgow; +2 repetition bonus) (+25 total including +4 multi-name bonus)","the candidate's own child family has 2 known-position naming matches (+3; branch-level validation)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","same country, but no indexed locality overlap (−10)","candidate's household recorded Wagstaff Kennedy Glasgow in Wake Co., North Carolina, United States within 0 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named John Green Glasgow (Glasgow-122) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","candidate-family tradition","contemporaneous household conflict","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glascow-14","name":"Isaac Wesley (Glascow) Glasgow","html_url":"/people/glascow-14.html"}},{"id":"Patterson-13881","name":"Sarah (Patterson) Glasgow","catalogue_id":"patterson-13881","html_url":"/people/patterson-13881.html","birth_year":1790,"death_year":null,"gender":"Female","age_gap":27,"age_gap_label":"27 years","role":"possible mother","locations":["Wythe County Virginia","Pulaski County Virginia"],"score":15,"classification":"competing linked parent","reasons":["plausible 27-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1844), 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 (1812–1821) (+6; other parent William Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Bertha +14 (6 public profiles; subject branch: Bertha Olive (Glasgow) Troxell; candidate branch: Bertha Ann (Glasgow) Hall) (+14 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","candidate's household recorded William P. Glasgow in Wythe County, Virginia, United States within 4 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","contemporaneous household conflict","rare branch-name recurrence","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-3678","name":"William Glasgow","html_url":"/people/glasgow-3678.html"}},{"id":"Walker-4533","name":"Ann (Walker) Glasgow","catalogue_id":"walker-4533","html_url":"/people/walker-4533.html","birth_year":1803,"death_year":1887,"gender":"Female","age_gap":14,"age_gap_label":"nominally 14 years; approximate dates permit about 15–24 years","role":"possible mother","locations":["Reading, Berks, Pennsylvania, United States","Antis, Blair, Pennsylvania, United States"],"score":13,"classification":"competing linked parent","reasons":["the nominal 14-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–24 years) (+4)","candidate's birth is 41 years before the subject's earliest dated child (1844), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: blair (+6)","same research cluster (+0; grouping is not kinship evidence)","candidate has another child, Hannah Etta Glasgow, born 11 years from the subject in the same specific birth locality (+2; possible sibling-household clue)","candidate's other children share uncommon given names with the subject's recorded siblings: Hannah +12 (9 public profiles) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","parentage requires the approximate birth estimate to be early enough (no deduction)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","local sibling birth","rare sibling-name pattern","two-generation chronology","undated locality"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-2874","name":"Anne Glasgow","catalogue_id":"glasgow-2874","html_url":"/people/glasgow-2874.html","birth_year":1788,"death_year":1867,"gender":"Female","age_gap":29,"age_gap_label":"29 years","role":"possible mother","locations":["France"],"score":13,"classification":"competing linked parent","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 56 years before the subject's earliest dated child (1844), 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 (1804–1827) (+6)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","spouse-specific child window","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Unknown-729355","name":"Sarah (Unknown) Glasgow","catalogue_id":"unknown-729355","html_url":"/people/unknown-729355.html","birth_year":1789,"death_year":1850,"gender":"Female","age_gap":28,"age_gap_label":"28 years","role":"possible mother","locations":["Ireland","West Deer Township, Allegheny, Pennsylvania, United States","County Antrim — exact locality unproved"],"score":12,"classification":"competing linked parent","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 55 years before the subject's earliest dated child (1844), a compatible grandparent-generation interval (+4)","weak broad-area overlap: pennsylvania (+1; not a locality match)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","uncommon given names recur in both otherwise distinct descendant branches: Howard +14 (4 public profiles; subject branch: Howard James Glasgow; candidate branch: Howard Calvert Glasgow) (+14 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","candidate's household recorded Hugh Glasgow in West Deer Township, Allegheny, Pennsylvania, United States within 0 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","broad geography","contemporaneous household conflict","household chronology","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":6,"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."}}
