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grouping is not kinship evidence)","a known child was born within 1 years of the subject (+3)","known spouse Sarah Jane (Carmichael) Glasgow had a plausible maternal age (24) at the subject's birth (+7)","candidate's other children share uncommon given names with the subject's recorded siblings: Hugh +3 (36 public profiles) (+3 total)"],"conflicts":["a different father 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":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","household chronology","rare sibling-name pattern","spouse chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-3495","name":"Andrew Glasgow","catalogue_id":"glasgow-3495","html_url":"/people/glasgow-3495.html","birth_year":1814,"death_year":null,"gender":"Male","age_gap":29,"age_gap_label":"29 years","role":"possible father","locations":["Ireland, United Kingdom","Philadelphia, Pennsylvania, United States","Ireland — exact locality unproved"],"score":16,"classification":"competing linked parent","reasons":["plausible 29-year parent-child age gap (+18)","subject's birth fits between children attributed to the same parental couple (1842–1846) (+6; other parent Mary (Unknown) Glasgow)","known spouse Mary (Unknown) Glasgow had a plausible maternal age (19) at the subject's birth (+7)"],"conflicts":["a different father 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 chronology","spouse-specific child window"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Unknown-719760","name":"Mary (Unknown) Glasgow","html_url":"/people/unknown-719760.html"}},{"id":"Glasgow-3823","name":"Samuel Glasgow","catalogue_id":"glasgow-3823","html_url":"/people/glasgow-3823.html","birth_year":1804,"death_year":1876,"gender":"Male","age_gap":39,"age_gap_label":"39 years","role":"possible father","locations":["Pennsylvania, United States","At Sea"],"score":16,"classification":"competing linked parent","reasons":["plausible 39-year parent-child age gap (+18)","same research cluster (+0; 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other parent Nancy (Glendinning) Glasgow)","known spouse Nancy (Glendinning) Glasgow had a plausible maternal age (40) at the subject's birth (+7)"],"conflicts":["a different father 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 chronology","spouse-specific child window"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glendinning-340","name":"Nancy (Glendinning) Glasgow","html_url":"/people/glendinning-340.html"}},{"id":"Black-23222","name":"Elizabeth (Black) Glasgow","catalogue_id":"black-23222","html_url":"/people/black-23222.html","birth_year":1817,"death_year":1892,"gender":"Female","age_gap":26,"age_gap_label":"26 years","role":"possible mother","locations":["Ireland","New Brunswick, Canada","County Antrim — exact locality unproved"],"score":79,"classification":"strong multi-factor lead","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","plausible 26-year parent-child age gap (+18)","candidate has only broad or undated birth-locality overlap: brunswick (+6)","a known child was born within 6 years of the subject (+1)","candidate has another child, Edwin C Glasgow, born 6 years from the subject in the same specific birth locality (+4; possible sibling-household clue)","candidate is already linked as parent of 4 exact subject sibling profiles (+28): Edwin C Glasgow, Ada (Glasgow) Atcheson, Alfred Glasgow, Channing Glasgow","the candidate and the subject's linked father Hugh Glasgow are jointly recorded as parents of 4 exact sibling profiles (+14; strong couple-structure clue)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","exact sibling profiles","household chronology","local sibling birth","parental couple structure","sibling parental couple","undated locality"],"indirect_factor_count":4,"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":20,"age_gap_label":"20 years","role":"possible mother","locations":["County Down, Ireland","West Deer Township, Allegheny, Pennsylvania, United States"],"score":24,"classification":"weak lead","reasons":["plausible 20-year parent-child age gap (+18)","a known child was born within 3 years of the subject (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Hugh +3 (36 public profiles) (+3 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","household chronology","rare sibling-name pattern"],"indirect_factor_count":2,"suggested_co_parent":null},{"id":"Carmichael-2919","name":"Sarah Jane (Carmichael) Glasgow","catalogue_id":"carmichael-2919","html_url":"/people/carmichael-2919.html","birth_year":1819,"death_year":1907,"gender":"Female","age_gap":24,"age_gap_label":"24 years","role":"possible mother","locations":["Bellaire, Pultney Township, Belmont, Ohio, United States","Brown, Indiana, United States"],"score":24,"classification":"weak lead","reasons":["plausible 24-year parent-child age gap (+18)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 1 years of the subject (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Hugh +3 (36 public profiles) (+3 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","household chronology","rare sibling-name pattern"],"indirect_factor_count":2,"suggested_co_parent":null},{"id":"Cunningham-13613","name":"Margaret (Cunningham) Glasgow","catalogue_id":"cunningham-13613","html_url":"/people/cunningham-13613.html","birth_year":1803,"death_year":1880,"gender":"Female","age_gap":40,"age_gap_label":"40 years","role":"possible mother","locations":["Allegheny, Pennsylvania, United States"],"score":15,"classification":"weak lead","reasons":["plausible 40-year parent-child age gap (+18)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1834–1848) (+6; other parent Robert Glasgow)","candidate's other children share uncommon given names with the subject's recorded siblings: Hugh +3 (36 public profiles) (+3 total)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","candidate's household recorded Robert C Glasgow in Allegheny, Pennsylvania, United States within 2 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":4,"factors":["age","contemporaneous household conflict","rare sibling-name pattern","spouse-specific child window"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasgow-546","name":"Robert Glasgow","html_url":"/people/glasgow-546.html"}},{"id":"Glasgow-3544","name":"Agnes Glasgow","catalogue_id":"glasgow-3544","html_url":"/people/glasgow-3544.html","birth_year":1813,"death_year":1846,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["Manchester, Lancashire, England, United Kingdom","Lancashire, England, United Kingdom","Manchester, Lancashire, England"],"score":10,"classification":"weak lead","reasons":["plausible 30-year parent-child age gap (+18)","a known child was born within 6 years of the subject (+1)","the same sex-aware parent-name position recurs independently in sibling households: Hugh Adam Glasgow → Agnes Ella Coulter (Glasgow) Rogers (+3)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","candidate's household recorded Isabella (Glasgow) Traill in Cathedral, Manchester, Lancashire, England, United Kingdom within 6 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":4,"factors":["age","contemporaneous household conflict","household chronology","sibling-household replication"],"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."}}
