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Margaret in 206 profiles)"],"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":5,"factors":["age","household chronology","sex-aware ordered naming","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-1675","name":"William Glasgow","catalogue_id":"glasgow-1675","html_url":"/people/glasgow-1675.html","birth_year":1799,"death_year":1855,"gender":"Male","age_gap":36,"age_gap_label":"36 years","role":"possible father","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","Sandusky, Ohio, United States","Killycurragh townland — Oritor/Derryloran"],"score":29,"classification":"weak lead","reasons":["plausible 36-year parent-child age gap (+18)","candidate's birth is 67 years before the subject's earliest dated child (1866), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1824–1844) (+6; other parent Nancy (Glendinning) Glasgow)","known spouse Nancy (Glendinning) Glasgow had a plausible maternal age (32) at the subject's birth (+7)","candidate and subject share the given name William (+4; weak direct parent-child name recurrence, 215 public profiles)"],"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":5,"factors":["age","same-sex generational naming","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glendinning-340","name":"Nancy (Glendinning) Glasgow","html_url":"/people/glendinning-340.html"}},{"id":"Glasgow-1476","name":"Hugh Glasgow","catalogue_id":"glasgow-1476","html_url":"/people/glasgow-1476.html","birth_year":1816,"death_year":1855,"gender":"Male","age_gap":19,"age_gap_label":"19 years","role":"possible father","locations":["Virginia, United States","Brown, Indiana, United States"],"score":28,"classification":"weak lead","reasons":["possible 19-year parent-child age gap (+10)","candidate's birth is 50 years before the subject's earliest dated child (1866), a compatible grandparent-generation interval (+4)","weak broad-area overlap: indiana (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","known spouse Sarah Jane (Carmichael) Glasgow had a plausible maternal age (16) at the subject's birth (+3)","uncommon given names recur in both otherwise distinct descendant branches: Stella +14 (4 public profiles; subject branch: Stella Glasgow; candidate branch: Stella Jane (Glasgow) Harker) (+14 total)"],"conflicts":["candidate already has another child named William Henry Glasgow (Glasgow-1478) 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","broad geography","rare branch-name recurrence","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-3000","name":"Anne Glasgow","catalogue_id":"glasgow-3000","html_url":"/people/glasgow-3000.html","birth_year":1805,"death_year":null,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["France"],"score":36,"classification":"weak lead","reasons":["plausible 30-year parent-child age gap (+18)","candidate's birth is 61 years before the subject's earliest dated child (1866), a compatible grandparent-generation interval (+4)","same research cluster (+0; 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grouping is not kinship evidence)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Charlotte +14 (7 public profiles; sibling Charlotte Marie Cecilia Drake) (+14 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":"Glasgow-3021","name":"Mary Glasgow","catalogue_id":"glasgow-3021","html_url":"/people/glasgow-3021.html","birth_year":1804,"death_year":null,"gender":"Female","age_gap":31,"age_gap_label":"31 years","role":"possible mother","locations":["France"],"score":36,"classification":"weak lead","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1866), a compatible grandparent-generation interval (+4)","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): Charlotte +14 (7 public profiles; sibling Charlotte Marie Cecilia Drake) (+14 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":"Lyle-1916","name":"Sarah (Lyle) Glasgow","catalogue_id":"lyle-1916","html_url":"/people/lyle-1916.html","birth_year":1802,"death_year":1874,"gender":"Female","age_gap":33,"age_gap_label":"33 years","role":"possible mother","locations":["Virginia, United States","Promise City, Wayne, Iowa, United States"],"score":31,"classification":"weak lead","reasons":["plausible 33-year parent-child age gap (+18)","candidate's birth is 64 years before the subject's earliest dated child (1866), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 3 years of the subject (+3)","uncommon given names recur in both otherwise distinct descendant branches: Edwin +16 (7 public profiles; subject branch: Edwin Norris Glasgow, Edwin Merle Glasgow; candidate branch: Edwin Lyle Glasgow; +2 repetition bonus) (+16 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":4,"factors":["age","household chronology","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":4,"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":28,"age_gap_label":"28 years","role":"possible mother","locations":["Kilrea"],"score":29,"classification":"weak lead","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 59 years before the subject's earliest dated child (1866), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 1 years of the subject (+3)","candidate's name matches the second dated daughter Margaret C Glasgow, the expected mother position for a male subject (+4; catalogue rarity 0, Margaret in 206 profiles)","family naming controls: 0 supporting and 1 conflicting known positions (already reflected in naming weight)"],"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":5,"factors":["age","household chronology","sex-aware ordered naming","tradition validation","two-generation chronology"],"indirect_factor_count":5,"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."}}