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Jane +3 (71 public profiles) (+15 total including +4 rare-name bundle bonus)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","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","household chronology","rare name bundle","rare sibling-name pattern","spouse chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"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":32,"age_gap_label":"32 years","role":"possible father","locations":["Coffee County, Tennessee"],"score":9,"classification":"competing linked parent","reasons":["plausible 32-year parent-child age gap (+18)","subject's birth fits within the candidate's overall child-bearing span (1848–1869) (+3; children are not tied to one spouse)","known spouse Nancy (Fuller) Glasgow had a bounded, possibly plausible maternal age (21) at the subject's birth (+3)"],"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","household chronology","spouse chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-1052","name":"Samuel Glasgow","catalogue_id":"glasgow-1052","html_url":"/people/glasgow-1052.html","birth_year":1822,"death_year":null,"gender":"Male","age_gap":29,"age_gap_label":"29 years","role":"possible father","locations":["Location not supplied — profile holding point"],"score":8,"classification":"competing linked parent","reasons":["plausible 29-year parent-child age gap (+18)","another recorded child shares the subject's birth year (+2; 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tree couple clue)","possible 44-year parent-child age gap (+10)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 3 years of the subject (+3)","candidate is already linked as parent of 1 exact subject sibling profile (+16): Annie Coulson (Glasgow) Crawford","the candidate and the subject's linked father James McClure Glasgow are jointly recorded as parents of 1 exact sibling profile (+10; strong couple-structure clue)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate's household recorded Annie Coulson (Glasgow) Crawford in India within 3 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","contemporaneous household conflict","exact sibling profiles","household chronology","parental couple structure","sibling parental couple"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Curry-3099","name":"Jane (Curry) Glasgow","catalogue_id":"curry-3099","html_url":"/people/curry-3099.html","birth_year":1835,"death_year":null,"gender":"Female","age_gap":16,"age_gap_label":"16 years","role":"possible mother","locations":["ireland","County Antrim — exact locality unproved"],"score":15,"classification":"weak lead","reasons":["possible 16-year parent-child age gap (+10)","same research cluster (+0; grouping is not kinship evidence)","candidate's other children share uncommon given names with the subject's recorded siblings: Annie +8 (24 public profiles); Jane +3 (71 public profiles) (+15 total including +4 rare-name bundle bonus)"],"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","rare name bundle","rare sibling-name pattern"],"indirect_factor_count":2,"suggested_co_parent":null},{"id":"Unknown-540868","name":"Ellin (Unknown) Glasgow","catalogue_id":"unknown-540868","html_url":"/people/unknown-540868.html","birth_year":1811,"death_year":null,"gender":"Female","age_gap":40,"age_gap_label":"40 years","role":"possible mother","locations":["Cloghgaldanagh townland (estimated)","Cloghgaldanagh townland"],"score":10,"classification":"weak lead","reasons":["plausible 40-year parent-child age gap (+18)","a known child was born within 4 years of the subject (+1)","candidate's other children share uncommon given names with the subject's recorded siblings: Jane +3 (71 public profiles) (+3 total)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)","candidate's household recorded Adam Glasgow in Dunaghy, County Antrim, Ireland, United Kingdom 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":4,"factors":["age","contemporaneous household conflict","household chronology","rare sibling-name pattern"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"McKinstry-723","name":"Ann (McKinstry) Glasgow","catalogue_id":"mckinstry-723","html_url":"/people/mckinstry-723.html","birth_year":1825,"death_year":1895,"gender":"Female","age_gap":26,"age_gap_label":"26 years","role":"possible mother","locations":["County Antrim, Ireland","Purnim, Victoria, Australia","County Antrim — exact locality unproved"],"score":8,"classification":"weak lead","reasons":["plausible 26-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 (1847–1867) (+6; other parent Robert Glasgow)","candidate's other children share uncommon given names with the subject's recorded siblings: Jane +3 (71 public profiles) (+3 total)","the candidate's own child family has 2 known-position naming matches (+3; branch-level validation)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate's household recorded Jane (Glasgow) Adams in Ballymena, County Antrim, Ireland, United Kingdom within 1 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","candidate-family tradition","contemporaneous household conflict","rare sibling-name pattern","spouse-specific child window"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-1656","name":"Robert Glasgow","html_url":"/people/glasgow-1656.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."}}