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possible sibling-household clue)","known spouse Jane Glasgow had a bounded, possibly plausible maternal age (22) at the subject's birth (+3)","the same sex-aware parent-name position recurs independently in sibling households: Samuel Glasgow → John Glasgow (+3)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","household chronology","local sibling birth","sibling-household replication","spouse chronology","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Glasgow-822","name":"John Glasgow","catalogue_id":"glasgow-822","html_url":"/people/glasgow-822.html","birth_year":1767,"death_year":1851,"gender":"Male","age_gap":38,"age_gap_label":"38 years","role":"possible father","locations":["Ireland","Guernsey County, Ohio, United States","Drumlamph townland","Inishrush"],"score":14,"classification":"competing linked parent","reasons":["plausible 38-year parent-child age gap (+18)","candidate's birth is 64 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","mapped Drumlamph townland is 22.1 km from the subject's birth-period Gortin townland — Oritor/Derryloran (+1; one or both placements are unproved)","subject's birth fits between children attributed to the same parental couple (1799–1815) (+6; other parent Mary Arthur)","known spouse Mary Arthur had a plausible maternal age (31) at the subject's birth (+7)","the same sex-aware parent-name position recurs independently in sibling households: Samuel Glasgow → John Glasgow (+3)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","mapped proximity","sibling-household replication","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Arthur-2480","name":"Mary Arthur","html_url":"/people/arthur-2480.html"}},{"id":"Glasgow-2706","name":"Alexander Glasgow","catalogue_id":"glasgow-2706","html_url":"/people/glasgow-2706.html","birth_year":1780,"death_year":null,"gender":"Male","age_gap":25,"age_gap_label":"25 years","role":"possible father","locations":["Barony"],"score":4,"classification":"competing linked parent","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 51 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","known spouse Jean (Lang) Glasgow had a plausible maternal age (25) at the subject's birth (+7)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)","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":"McCormack-3356","name":"Ann (McCormack) Glasgow","catalogue_id":"mccormack-3356","html_url":"/people/mccormack-3356.html","birth_year":1795,"death_year":1847,"gender":"Female","age_gap":10,"age_gap_label":"nominally 10 years; approximate dates permit about 15–30 years","role":"possible mother","locations":["Cookstown, County Tyrone, Ireland","Gortin, Derryloran, Cookstown, County Tyrone, Ireland","Cookstown"],"score":47,"classification":"moderate lead","reasons":["the nominal 10-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–30 years) (+4)","candidate's birth is 36 years before the subject's earliest dated child (1831), a marginal two-generation interval (+1)","candidate has only broad or undated birth-locality overlap: cookstown, derryloran, gortin (+6)","candidate has another child, John Glasgow, born 10 years from the subject in the same specific birth locality (+4; possible sibling-household clue)","candidate's other children share uncommon given names with the subject's recorded siblings: Letitia +16 (3 public profiles) (+16 total)","descendant branches converge on the same specific migration destination gortin townland oritor derryloran (+11; 9 migrated public profiles; +2 repeated-branch bonus)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, specific migration"],"conflicts":["parentage requires the approximate birth estimate to be early enough (no deduction)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","branch migration","indirect multi-factor convergence","local sibling birth","rare sibling-name pattern","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Unknown-764117","name":"Jane Glasgow","catalogue_id":"unknown-764117","html_url":"/people/unknown-764117.html","birth_year":1783,"death_year":1848,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Cookstown"],"score":33,"classification":"weak lead","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 48 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","a known child was born within 6 years of the subject (+1)","candidate has another child, William Glasgow, born 6 years from the subject in the same specific birth locality (+4; possible sibling-household clue)"],"conflicts":[],"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-2057","name":"Ann Glasgow Little","catalogue_id":"glasgow-2057","html_url":"/people/glasgow-2057.html","birth_year":1779,"death_year":1862,"gender":"Female","age_gap":26,"age_gap_label":"26 years","role":"possible mother","locations":["County Tyrone, Ireland","Drumearn, Derryloran, County Tyrone, Ireland, United Kingdom","Drumearn townland"],"score":30,"classification":"weak lead","reasons":["plausible 26-year parent-child age gap (+18)","candidate's birth is 52 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: derryloran (+6)","same research cluster (+0; grouping is not kinship evidence)","candidate has another child, Matilda (Little) Glasgow, born 11 years from the subject in the same specific birth locality (+2; possible sibling-household clue)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","local sibling birth","two-generation chronology","undated locality"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Barclay-56","name":"Rosannah (Barclay) Glasgow","catalogue_id":"barclay-56","html_url":"/people/barclay-56.html","birth_year":1756,"death_year":1807,"gender":"Female","age_gap":49,"age_gap_label":"49 years","role":"possible mother","locations":["Londonderry, County Londonderry, Ireland","Adams County, Ohio, USA","County Londonderry — exact locality unproved"],"score":8,"classification":"weak lead","reasons":["less typical 49-year parent-child age gap (+2)","candidate's birth is 75 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","a known child was born within 6 years of the subject (+1)","uncommon given names recur in both otherwise distinct descendant branches: Edwin +14 (7 public profiles; subject branch: Edwin C Glasgow; candidate branch: Edwin Lyle Glasgow) (+14 total)","uncommon spouse surnames recur across the subject and candidate branches: Black +4 (+4 total)","3 independent unlinked-profile clue types converge (+5): collateral network, household chronology, naming"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate's household recorded James M Glasgow in Rockbridge, Virginia, United States 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":7,"factors":["age","contemporaneous household conflict","household chronology","indirect multi-factor convergence","rare branch-name recurrence","repeated marriage surnames","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Blair-3693","name":"Sarah (Blair) Glasgow","catalogue_id":"blair-3693","html_url":"/people/blair-3693.html","birth_year":1757,"death_year":1840,"gender":"Female","age_gap":48,"age_gap_label":"48 years","role":"possible mother","locations":["Ireland","Allegheny, Pennsylvania, United States","County Antrim — exact locality unproved"],"score":5,"classification":"weak lead","reasons":["less typical 48-year parent-child age gap (+2)","candidate's birth is 74 years before the subject's earliest dated child (1831), a compatible grandparent-generation interval (+4)","a candidate spouse matches the first dated son Hugh Adam Glasgow, the expected father position (+4; Hugh in 36 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Hugh +9 (36 public profiles; subject branch: Hugh Glasgow, Hugh Adam Glasgow; candidate branch: Hugh Glasgow, Hugh Glasgow; +6 repetition bonus) (+9 total)"],"conflicts":["same country, but no indexed locality overlap (−10)","candidate already has another child named Hugh Glasgow (Glasgow-539) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","rare branch-name recurrence","sex-aware ordered naming","two-generation chronology"],"indirect_factor_count":4,"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."}}