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not a locality match)","subject's birth fits between children attributed to the same parental couple (1839–1849) (+6; other parent George Glasgow)","the same sex-aware parent-name position recurs independently in sibling households: Adam Glasgow → Sarah Glasgow (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Adam +12 (15 public profiles) (+12 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":6,"factors":["age","broad geography","rare sibling-name pattern","sibling-household replication","spouse-specific child window","two-generation chronology"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-1400","name":"George Glasgow","html_url":"/people/glasgow-1400.html"}},{"id":"Dunseeth-1","name":"Margret (Dunseeth) Glasgow","catalogue_id":"dunseeth-1","html_url":"/people/dunseeth-1.html","birth_year":1813,"death_year":1886,"gender":"Female","age_gap":32,"age_gap_label":"32 years","role":"possible mother","locations":["Rasharkin Rc, Antrim, Ireland","Rasharkin"],"score":24,"classification":"competing linked parent","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 66 years before the subject's earliest dated child (1879), a compatible grandparent-generation interval (+4)","mapped Rasharkin is 12.6 km from the subject's birth-period Cloghgaldanagh townland (+2; one or both placements are unproved)","subject's birth fits between children attributed to the same parental couple (1837–1846) (+6; other parent Robert Glasgow Sr)","candidate has another child, Jane Glasgow, born 1 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: Jane +3 (71 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 sibling birth","mapped proximity","rare sibling-name pattern","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-1049","name":"Robert Glasgow Sr","html_url":"/people/glasgow-1049.html"}},{"id":"Hamilton-25516","name":"Peggy (Hamilton) Glasgow","catalogue_id":"hamilton-25516","html_url":"/people/hamilton-25516.html","birth_year":1811,"death_year":null,"gender":"Female","age_gap":34,"age_gap_label":"34 years","role":"possible mother","locations":["Donaghy, Antrim, Ireland"],"score":22,"classification":"competing linked parent","reasons":["plausible 34-year parent-child age gap (+18)","candidate's birth is 68 years before the subject's earliest dated child (1879), a compatible grandparent-generation interval (+4)","weak broad-area overlap: antrim (+1; not a locality match)","subject's birth fits between children attributed to the same parental couple (1831–1846) (+6; other parent James Glasgow)","candidate has another child, Mary Jane (Glasgow) McCleary, born 5 years from the subject in the same specific birth locality (+4; possible sibling-household clue)","a candidate spouse matches the first dated son James Glasgow, the expected father position (+3; James 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)","candidate already has another child named Robert Glasgow (Glasgow-1379) 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","broad geography","indirect multi-factor convergence","local sibling birth","sex-aware ordered naming","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-2981","name":"James Glasgow","html_url":"/people/glasgow-2981.html"}},{"id":"Glendinning-340","name":"Nancy (Glendinning) Glasgow","catalogue_id":"glendinning-340","html_url":"/people/glendinning-340.html","birth_year":1803,"death_year":1890,"gender":"Female","age_gap":42,"age_gap_label":"42 years","role":"possible mother","locations":["Brackagh, Lissan, County Londonderry, Ireland","Belle Center, Logan, Ohio, United States","Lissan civil parish — Cookstown area"],"score":22,"classification":"competing linked parent","reasons":["possible 42-year parent-child age gap (+10)","candidate's birth is 76 years before the subject's earliest dated child (1879), a compatible grandparent-generation interval (+4)","weak broad-area overlap: civil (+1; not a locality match)","a known child was born within 1 years of the subject (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Adam +12 (15 public profiles); Jane +3 (71 public profiles) (+19 total including +4 rare-name bundle bonus)"],"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","broad geography","household chronology","rare name bundle","rare sibling-name pattern","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Barkley-2097","name":"Rosanna Barkley","catalogue_id":"barkley-2097","html_url":"/people/barkley-2097.html","birth_year":1810,"death_year":null,"gender":"Female","age_gap":35,"age_gap_label":"35 years","role":"possible mother","locations":["Ballymena, Ireland","Tyanee townland"],"score":18,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 69 years before the subject's earliest dated child (1879), a compatible grandparent-generation interval (+4)","mapped Tyanee townland is 17.2 km from the subject's birth-period Cloghgaldanagh townland (+3)","a candidate spouse matches the first dated son James Glasgow, the expected father position (+3; James 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":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","indirect multi-factor convergence","mapped proximity","sex-aware ordered naming","two-generation chronology"],"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."}}