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match (Lorenzo Grier Glasgow)"]},"candidates":[{"id":"Glasgow-2600","name":"John Glasgow","catalogue_id":"glasgow-2600","html_url":"/people/glasgow-2600.html","birth_year":1784,"death_year":1864,"gender":"Male","age_gap":36,"age_gap_label":"36 years","role":"possible father","locations":["Bathgate, Linlithgowshire, Scotland","Belmont, Ohio, United States","Linlithgowshire / West Lothian — exact locality unproved"],"score":18,"classification":"competing linked parent","reasons":["plausible 36-year parent-child age gap (+18)","candidate's birth is 57 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","weak broad-area overlap: ohio (+1; not a locality match)","subject's birth fits within the candidate's overall child-bearing span (1805–1836) (+3; children are not tied to one spouse)","known spouse Isabel (Glenn) Glasgow had a plausible maternal age (33) at the subject's birth (+7)"],"conflicts":["a different father 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":5,"factors":["age","broad geography","household chronology","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-2715","name":"William Glasgow","catalogue_id":"glasgow-2715","html_url":"/people/glasgow-2715.html","birth_year":1779,"death_year":null,"gender":"Male","age_gap":41,"age_gap_label":"41 years","role":"possible father","locations":["Location not supplied — profile holding point"],"score":17,"classification":"competing linked parent","reasons":["plausible 41-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","known spouse Janet (Thomson) Glasgow had a plausible maternal age (37) at the subject's birth (+7)","the same sex-aware parent-name position recurs independently in sibling households: James W Glasgow → William Stuart Glasgow (+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":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","sibling-household replication","spouse chronology","two-generation chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-611","name":"Samuel Glasgow Jr.","catalogue_id":"glasgow-611","html_url":"/people/glasgow-611.html","birth_year":1777,"death_year":1869,"gender":"Male","age_gap":43,"age_gap_label":"43 years","role":"possible father","locations":["Maryland","Salt Creek Township, Davis, Iowa, United States"],"score":16,"classification":"competing linked parent","reasons":["plausible 43-year parent-child age gap (+18)","candidate's birth is 64 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","weak broad-area overlap: iowa (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 5 years of the subject (+1)","known spouse Margaret (Jameson) Glasgow had a plausible maternal age (42) at the subject's birth (+7)"],"conflicts":["a different father 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":5,"factors":["age","broad geography","household chronology","spouse chronology","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-2824","name":"Alexander Glasgow","catalogue_id":"glasgow-2824","html_url":"/people/glasgow-2824.html","birth_year":1787,"death_year":1865,"gender":"Male","age_gap":33,"age_gap_label":"33 years","role":"possible father","locations":["Ireland","Honeytown, Wayne, Ohio, United States","Ireland — exact locality unproved"],"score":15,"classification":"competing linked parent","reasons":["plausible 33-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","weak broad-area overlap: ohio (+1; not a locality match)","known spouse Margaret Eve (Markel) Glasgow had a plausible maternal age (20) at the subject's birth (+7)"],"conflicts":["a different father 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":4,"factors":["age","broad geography","spouse chronology","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-3753","name":"James Glasgow","catalogue_id":"glasgow-3753","html_url":"/people/glasgow-3753.html","birth_year":1785,"death_year":1820,"gender":"Male","age_gap":35,"age_gap_label":"35 years","role":"possible father","locations":["Location not supplied — profile holding point"],"score":14,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 56 years before the subject's earliest dated child (1841), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","candidate's name matches the first dated son James Dwyre Glasgow, the expected father position for a male subject (+4; catalogue rarity 0, James in 222 profiles)","family naming controls: 0 supporting and 1 conflicting known positions (already reflected in naming weight)","the same sex-aware parent-name position recurs independently in sibling households: William Allen Glasgow → James Taylor Glasgow (+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":2,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","sex-aware ordered naming","sibling-household replication","tradition validation","two-generation chronology"],"indirect_factor_count":4,"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":18,"age_gap_label":"18 years","role":"possible mother","locations":["Virginia, United States","Promise City, Wayne, Iowa, United States"],"score":48,"classification":"competing linked parent","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","plausible 18-year parent-child age gap (+18)","candidate's birth is 39 years before the subject's earliest dated child (1841), a marginal two-generation interval (+1)","weak broad-area overlap: iowa (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","candidate's name matches the second dated daughter Sarah Alma (Glasgow) White, the expected mother position for a male subject (+4; catalogue rarity 0, Sarah in 95 profiles)","family naming controls: 0 supporting and 1 conflicting known positions (already reflected in naming weight)","a candidate spouse matches the first dated son James Dwyre Glasgow, the expected father position (+3; James in 222 profiles)","candidate and spouse jointly match both grandparent positions in the same child group (+2; combined catalogue rarity 0)","candidate is already linked as parent of 1 exact subject sibling profile (+16): Samuel Lyle Glasgow","the candidate and the subject's linked father James M Glasgow are jointly recorded as parents of 1 exact sibling profile (+10; strong couple-structure clue)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","broad geography","common parental couple naming","exact sibling profiles","parental couple structure","sex-aware ordered naming","sibling parental couple","tradition validation","two-generation chronology"],"indirect_factor_count":6,"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":24,"age_gap_label":"24 years","role":"possible mother","locations":["Adams, Ohio, United States"],"score":35,"classification":"competing linked parent","reasons":["plausible 24-year parent-child age gap (+18)","candidate's birth is 45 years before the subject's earliest dated child (1841), 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 (1817–1821) (+6; other parent John M Glasgow)","candidate has another child, Joseph Finley Glasgow, born 1 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","the same sex-aware parent-name position recurs independently in sibling households: James W Glasgow → Margaret Florence (Glasgow) Hewitt (+3)","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":2,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","local sibling birth","rare sibling-name pattern","sibling-household replication","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-1965","name":"John M Glasgow","html_url":"/people/glasgow-1965.html"}},{"id":"Montgomery-6593","name":"Rhoda Neely (Montgomery) Glasgow","catalogue_id":"montgomery-6593","html_url":"/people/montgomery-6593.html","birth_year":1779,"death_year":1846,"gender":"Female","age_gap":41,"age_gap_label":"41 years","role":"possible mother","locations":["Montgomery, Virginia, United States","Scott Township, Adams County, Ohio, United States"],"score":27,"classification":"competing linked parent","reasons":["possible 41-year parent-child age gap (+10)","candidate's birth is 62 years before the subject's earliest dated child (1841), 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)","subject's birth fits between children attributed to the same parental couple (1803–1822) (+6; other parent William Glasgow)","same-couple children William Madison Glasgow (1818) and Mary Ann (Glasgow) Wright (1822) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 4-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 (48 public profiles) (+6 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","candidate already has another child named Robert Barclay Glasgow (Glasgow-835) 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-563","name":"William Glasgow","html_url":"/people/glasgow-563.html"}},{"id":"Glasgow-6","name":"Jane (Glasgow) Patton","catalogue_id":"glasgow-6","html_url":"/people/glasgow-6.html","birth_year":1785,"death_year":1853,"gender":"Female","age_gap":35,"age_gap_label":"35 years","role":"possible mother","locations":["Rockbridge, Rockbridge County, Virginia","Seaman, Adams County, Ohio, United States"],"score":22,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 56 years before the subject's earliest dated child (1841), 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)","a known child was born within 1 years of the subject (+3)","candidate has another child, Hadassah Jane (Patton) Glasgow, born 1 years from the subject in the same specific birth locality (+6; possible sibling-household 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":5,"factors":["age","household chronology","local sibling birth","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasgow-932","name":"Phoebe (Glasgow) Finley","catalogue_id":"glasgow-932","html_url":"/people/glasgow-932.html","birth_year":1793,"death_year":1832,"gender":"Female","age_gap":27,"age_gap_label":"27 years","role":"possible mother","locations":["Rockbridge, Virginia, United States","Adams, Ohio, United States"],"score":17,"classification":"competing linked parent","reasons":["plausible 27-year parent-child age gap (+18)","candidate's birth is 48 years before the subject's earliest dated child (1841), 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)"],"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":3,"factors":["age","two-generation chronology","undated locality"],"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."}}
