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indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","broad migration","contemporaneous household conflict","rare branch-name recurrence","rare name bundle","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Henry-6408","name":"Mary Anne (Henry) Glasgow","html_url":"/people/henry-6408.html"}},{"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":27,"age_gap_label":"27 years","role":"possible mother","locations":["Derryloran, Cookstown Co Tyrone, Ireland","Montober, County Tyrone, Ireland","Cookstown"],"score":31,"classification":"weak lead","reasons":["plausible 27-year parent-child age gap (+18)","candidate's birth is 55 years before the 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locality)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","broad migration","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":"Glasgow-585","name":"William Glasgow","html_url":"/people/glasgow-585.html"}},{"id":"Unknown-540856","name":"Catherine (Unknown) Glasgow","catalogue_id":"unknown-540856","html_url":"/people/unknown-540856.html","birth_year":1783,"death_year":null,"gender":"Female","age_gap":46,"age_gap_label":"46 years","role":"possible mother","locations":["County Tyrone — exact locality unproved"],"score":30,"classification":"weak lead","reasons":["possible 46-year parent-child age gap (+10)","candidate's birth is 74 years before the subject's earliest dated child (1857), a compatible grandparent-generation interval (+4)","a known child was born within 7 years of the subject (+1)","candidate's given name recurs among another recorded child (+1; Catherine occurs in 32 public profiles)","uncommon given names recur in both otherwise distinct descendant branches: Daniel +14 (12 public profiles; subject branch: Daniel Glasgow, Daniel James Glasgow; candidate branch: Daniel Glasgow; +2 repetition bonus); Catherine +5 (32 public profiles; subject branch: Catherine Glasgow; candidate branch: Catherine Glasgow, Catherine Glasgow; +2 repetition bonus) (+23 total including +4 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): australia"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","broad migration","child naming","household chronology","rare branch-name recurrence","rare name bundle","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-1053","name":"Margaret Glasgow","catalogue_id":"glasgow-1053","html_url":"/people/glasgow-1053.html","birth_year":1801,"death_year":null,"gender":"Female","age_gap":28,"age_gap_label":"28 years","role":"possible mother","locations":["Dunaghy, Kilconway, Antrim","Dunaghy civil parish — County Antrim","Glenleslie townland"],"score":27,"classification":"weak lead","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 56 years before the subject's earliest dated child (1857), 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): Daniel +12 (12 public profiles; niece/nephew Daniel Glasgow); Catherine +3 (32 public profiles; niece/nephew Catherine Glasgow) (+15 total)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"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-2960","name":"Eve Glasgow","catalogue_id":"glasgow-2960","html_url":"/people/glasgow-2960.html","birth_year":1812,"death_year":null,"gender":"Female","age_gap":17,"age_gap_label":"17 years","role":"possible mother","locations":["Calliaqua, Saint George, Saint Vincent and the Grenadines"],"score":26,"classification":"weak lead","reasons":["possible 17-year parent-child age gap (+10)","candidate's birth is 45 years before the subject's earliest dated child (1857), 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): Peter +12 (11 public profiles; sibling Peter Glasgow) (+12 total)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"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":"Irwin-9371","name":"Margaret (Irwin) Glasgow","catalogue_id":"irwin-9371","html_url":"/people/irwin-9371.html","birth_year":1807,"death_year":null,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Kilrea"],"score":26,"classification":"weak lead","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1857), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1824–1834) (+6; other parent Daniel Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Daniel +14 (12 public profiles; subject branch: Daniel Glasgow, Daniel James Glasgow; candidate branch: Daniel T Glasgow; +2 repetition bonus) (+14 total)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","candidate's household recorded James Irvine Glasgow in Kilrea, County Londonderry, Ireland, United Kingdom within 1 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named Daniel T Glasgow (Glasgow-3900) 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":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-3896","name":"Daniel Glasgow","html_url":"/people/glasgow-3896.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."}}