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not a locality match)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 3 years of the subject (+3)","known spouse Isabella (Glenn) Glasgow had a plausible maternal age (22) at the subject's birth (+7)","the same sex-aware parent-name position recurs independently in sibling households: Joseph Finley Glasgow → John G Glasgow (+3)"],"conflicts":["a different father 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":6,"factors":["age","broad geography","household chronology","sibling-household replication","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Finley-3735","name":"Margaret (Finley) Glasgow","catalogue_id":"finley-3735","html_url":"/people/finley-3735.html","birth_year":1796,"death_year":1831,"gender":"Female","age_gap":36,"age_gap_label":"36 years","role":"possible mother","locations":["Adams, Ohio, United States"],"score":65,"classification":"competing linked parent","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","plausible 36-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1858), a compatible grandparent-generation interval (+4)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; grouping is not kinship evidence)","candidate has another child, Joseph Finley Glasgow, born 11 years from the subject in the same specific birth locality (+2; possible sibling-household clue)","candidate is already linked as parent of 3 exact subject sibling profiles (+24): Joseph Finley Glasgow, Rosanna (Glasgow) Kane, Martha (Glasgow) Patton","the candidate and the subject's linked father John M Glasgow are jointly recorded as parents of 3 exact sibling profiles (+14; strong couple-structure clue)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","exact sibling profiles","local sibling birth","parental couple structure","sibling parental couple","two-generation chronology","undated locality"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"McNeil-3468","name":"Mary (McNeil) Glasgow","catalogue_id":"mcneil-3468","html_url":"/people/mcneil-3468.html","birth_year":1799,"death_year":1835,"gender":"Female","age_gap":33,"age_gap_label":"33 years","role":"possible mother","locations":["Adams, Ohio, United States"],"score":39,"classification":"competing linked parent","reasons":["plausible 33-year parent-child age gap (+18)","candidate's birth is 59 years before the subject's earliest dated child (1858), a compatible grandparent-generation interval (+4)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1818–1834) (+6; other parent James M Glasgow)","same-couple children James W Glasgow (1827) and Nancy Ann Glasgow (1834) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 7-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","candidate's other children share uncommon given names with the subject's recorded siblings: Joseph +3 (39 public profiles); Nancy +3 (49 public profiles) (+6 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","candidate already has another child named Robert Anderson Glasgow (Glasgow-2175) 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":7,"factors":["age","birth-order gap","local same-spouse child window","rare sibling-name pattern","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-193","name":"James M Glasgow","html_url":"/people/glasgow-193.html"}},{"id":"Black-18588","name":"Margaret Elizabeth (Black) Glasgow","catalogue_id":"black-18588","html_url":"/people/black-18588.html","birth_year":1809,"death_year":1851,"gender":"Female","age_gap":23,"age_gap_label":"23 years","role":"possible mother","locations":["Adams, Ohio, United States"],"score":36,"classification":"competing linked parent","reasons":["plausible 23-year parent-child age gap (+18)","candidate's birth is 49 years before the subject's earliest dated child (1858), a compatible grandparent-generation interval (+4)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1830–1849) (+6; other parent Joseph Montgomery Glasgow)","same-couple children William Gilbert Glasgow (1831) and Mary Jane (Glasgow) Benn (1833) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","candidate's other children share uncommon given names with the subject's recorded siblings: Joseph +3 (39 public profiles) (+3 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":6,"factors":["age","local same-spouse child window","rare sibling-name pattern","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-1829","name":"Joseph Montgomery Glasgow","html_url":"/people/glasgow-1829.html"}},{"id":"McCullough-6632","name":"Elizabeth (McCullough) Glasgow","catalogue_id":"mccullough-6632","html_url":"/people/mccullough-6632.html","birth_year":1812,"death_year":1870,"gender":"Female","age_gap":20,"age_gap_label":"20 years","role":"possible mother","locations":["Adams, Ohio, United States","Shelby, Ohio, United States"],"score":35,"classification":"competing linked parent","reasons":["plausible 20-year parent-child age gap (+18)","candidate's birth is 46 years before the subject's earliest dated child (1858), a compatible grandparent-generation interval (+4)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1830–1849) (+6; other parent Arthur Glasgow)","candidate has another child, Joseph Steele Glasgow, born 0 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","candidate's other children share uncommon given names with the subject's recorded siblings: Joseph +3 (39 public profiles); Nancy +3 (49 public profiles) (+6 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":6,"factors":["age","local sibling birth","rare sibling-name pattern","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-2239","name":"Arthur Glasgow","html_url":"/people/glasgow-2239.html"}},{"id":"Glasgow-564","name":"Hadassah Dryden (Glasgow) Montgomery","catalogue_id":"glasgow-564","html_url":"/people/glasgow-564.html","birth_year":1814,"death_year":1892,"gender":"Female","age_gap":18,"age_gap_label":"18 years","role":"possible mother","locations":["Scott, Adams County, Ohio, United States","Linton, Allamakee County, Iowa, United States"],"score":32,"classification":"competing linked parent","reasons":["plausible 18-year parent-child age gap (+18)","candidate's birth is 44 years before the subject's earliest dated child (1858), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: adams (+6)","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): Phoebe +14 (5 public profiles; niece/nephew Phoebe Glasgow) (+14 total)","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":5,"factors":["age","collateral naming","indirect multi-factor convergence","two-generation chronology","undated locality"],"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."}}