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supplied — profile holding point"],"score":14,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 71 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","a known child was born within 6 years of the subject (+1)","known spouse Mary (McNeil) Glasgow had a bounded, possibly plausible maternal age (27) at the subject's birth (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Catherine +3 (32 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":5,"factors":["age","household chronology","rare sibling-name pattern","spouse chronology","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-2545","name":"Hugh Adam Glasgow","catalogue_id":"glasgow-2545","html_url":"/people/glasgow-2545.html","birth_year":1834,"death_year":null,"gender":"Male","age_gap":23,"age_gap_label":"23 years","role":"possible father","locations":["St. John, New Brunswick"],"score":10,"classification":"competing linked parent","reasons":["plausible 23-year parent-child age gap (+18)","candidate's birth is 59 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","known spouse Mary Agnes (Coulter) Glasgow had a bounded, possibly plausible maternal age (18) 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","spouse chronology","two-generation chronology"],"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":32,"age_gap_label":"32 years","role":"possible mother","locations":["County Antrim, Ireland","Purnim, Victoria, Australia","County Antrim — exact locality unproved"],"score":41,"classification":"competing linked parent","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 68 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: victoria (+6)","subject's birth fits between children attributed to the same parental couple (1847–1867) (+6; other parent Robert Glasgow)","candidate has another child, William Glasgow, born 1 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","uncommon given names recur in both otherwise distinct descendant branches: Charles +8 (26 public profiles; subject branch: Charles Glasgow; candidate branch: Charles Irvine Glasgow) (+8 total)","the candidate's own child family has 2 known-position naming matches (+3; branch-level validation)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","candidate-family tradition","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Glasgow-1656","name":"Robert Glasgow","html_url":"/people/glasgow-1656.html"}},{"id":"Glasgow-996","name":"Alice (Glasgow) Cust","catalogue_id":"glasgow-996","html_url":"/people/glasgow-996.html","birth_year":1829,"death_year":1914,"gender":"Female","age_gap":28,"age_gap_label":"28 years","role":"possible mother","locations":["Ballymena, County Antrim, Ireland, United Kingdom","Allansford, Victoria, Australia","Ballymena"],"score":24,"classification":"competing linked parent","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 64 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: victoria (+6)","candidate's given name recurs among another recorded child (+3; Alice occurs in 20 public profiles)","a candidate spouse matches the first dated son William Charles Daniel Glasgow, the expected father position (+3; William in 223 profiles)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","child naming","indirect multi-factor convergence","sex-aware ordered naming","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Andrews-25691","name":"Ann (Andrews) Glasgow","catalogue_id":"andrews-25691","html_url":"/people/andrews-25691.html","birth_year":1831,"death_year":1912,"gender":"Female","age_gap":26,"age_gap_label":"26 years","role":"possible mother","locations":["Tenterfield, New South Wales, Australia"],"score":17,"classification":"competing linked parent","reasons":["plausible 26-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","weak broad-area overlap: australia (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 8 years of the subject (+1)","uncommon given names recur in both otherwise distinct descendant branches: Alice +8 (20 public profiles; subject branch: Alice Fanning Glasgow; candidate branch: Alice Mary (Glasgow) Campbell) (+8 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","broad geography","household chronology","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Campbell-30989","name":"Matilda Jane (Campbell) Glasgow","catalogue_id":"campbell-30989","html_url":"/people/campbell-30989.html","birth_year":1820,"death_year":1896,"gender":"Female","age_gap":37,"age_gap_label":"37 years","role":"possible mother","locations":["Washington, Washington County, Iowa"],"score":17,"classification":"competing linked parent","reasons":["plausible 37-year parent-child age gap (+18)","candidate's birth is 73 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","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: Alice +8 (20 public profiles; subject branch: Alice Fanning Glasgow; candidate branch: Alice Caroline (Glasgow) Sprague) (+8 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)"],"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":"Brydon-460","name":"Agnes (Brydon) Glasgow","catalogue_id":"brydon-460","html_url":"/people/brydon-460.html","birth_year":1839,"death_year":null,"gender":"Female","age_gap":18,"age_gap_label":"18 years","role":"possible mother","locations":["Midlothian — exact locality unproved"],"score":10,"classification":"competing linked parent","reasons":["plausible 18-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1893), a compatible grandparent-generation interval (+4)","a candidate spouse matches the first dated son William Charles Daniel Glasgow, the expected father position (+3; William in 223 profiles)"],"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":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","sex-aware ordered naming","two-generation chronology"],"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."}}