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other parent Isabella (Loughlin) Glasgow)","known spouse Isabella (Loughlin) Glasgow had a bounded, possibly plausible maternal age (43) at the subject's birth (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Isabella +8 (27 public profiles) (+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 father is marked confident (−25; WikiTree: confident parent)","candidate's household recorded Isabella Glasgow in Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom within 1 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":8,"factors":["age","candidate-family tradition","contemporaneous household conflict","indirect multi-factor convergence","mapped proximity","rare sibling-name pattern","spouse chronology","spouse-specific child window"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Loughlin-342","name":"Isabella (Loughlin) Glasgow","html_url":"/people/loughlin-342.html"}},{"id":"Glasgow-1681","name":"James Glasgow","catalogue_id":"glasgow-1681","html_url":"/people/glasgow-1681.html","birth_year":1828,"death_year":1907,"gender":"Male","age_gap":38,"age_gap_label":"38 years","role":"possible father","locations":["Ballynasollus, Kildress, County Tyrone, Ireland, United Kingdom","Kildress civil parish"],"score":2,"classification":"competing linked parent","reasons":["plausible 38-year parent-child age gap (+18)","mapped Kildress civil parish is 21.4 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","a known child was born within 8 years of the subject (+1)","known spouse Rachel (Bell) Glasgow had a bounded, possibly plausible maternal age (18) at the subject's birth (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Rachel +8 (25 public profiles) (+8 total)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)","candidate already has another child named Margaret Glasgow (Glasgow-1688) 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":5,"factors":["age","household chronology","mapped proximity","rare sibling-name pattern","spouse chronology"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Ferguson-16498","name":"Hannah (Ferguson) Glasgow","catalogue_id":"ferguson-16498","html_url":"/people/ferguson-16498.html","birth_year":1836,"death_year":1918,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","Montober, Kildress, Cookstown, County Tyrone, Ireland","Killycurragh townland — Oritor/Derryloran"],"score":9,"classification":"competing linked parent","reasons":["plausible 30-year parent-child age gap (+18)","mapped Killycurragh townland — Oritor/Derryloran is 16.6 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1860–1878) (+6; other parent James Glasgow)","candidate has another child, James Glasgow, born 4 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: George +3 (62 public profiles) (+3 total)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","local sibling birth","mapped proximity","rare sibling-name pattern","spouse-specific child window"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-1711","name":"James Glasgow","html_url":"/people/glasgow-1711.html"}},{"id":"Bell-32243","name":"Rachel (Bell) Glasgow","catalogue_id":"bell-32243","html_url":"/people/bell-32243.html","birth_year":1848,"death_year":1907,"gender":"Female","age_gap":18,"age_gap_label":"18 years","role":"possible mother","locations":["Ballynasollus, Kildress, County Tyrone, Ireland","Ballynasollus, County Tyrone, Ireland","Kildress civil parish"],"score":2,"classification":"competing linked parent","reasons":["plausible 18-year parent-child age gap (+18)","mapped Kildress civil parish is 21.4 km from the subject's birth-period Magherafelt (+1; one or both placements are unproved)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 8 years of the subject (+1)","the same sex-aware parent-name position recurs independently in sibling households: Walter Glasgow → Rachel Hannah Glasgow (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Rachel +8 (25 public profiles) (+8 total)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","candidate already has another child named Margaret Glasgow (Glasgow-1688) 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":5,"factors":["age","household chronology","mapped proximity","rare sibling-name pattern","sibling-household replication"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Lyle-581","name":"Mary (Lyle) Glasco","catalogue_id":"lyle-581","html_url":"/people/lyle-581.html","birth_year":1831,"death_year":null,"gender":"Female","age_gap":35,"age_gap_label":"35 years","role":"possible mother","locations":["Ohio"],"score":2,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","subject's birth fits between children attributed to the same parental couple (1857–1872) (+6; other parent Thomas Glasco)","candidate's other children share uncommon given names with the subject's recorded siblings: George +3 (62 public profiles) (+3 total)"],"conflicts":["a different mother 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":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","rare sibling-name pattern","spouse-specific child window"],"indirect_factor_count":2,"suggested_co_parent":{"id":"Glasco-17","name":"Thomas Glasco","html_url":"/people/glasco-17.html"}},{"id":"Glasgow-3677","name":"Ada (Glasgow) Cameron","catalogue_id":"glasgow-3677","html_url":"/people/glasgow-3677.html","birth_year":1860,"death_year":null,"gender":"Female","age_gap":6,"age_gap_label":"nominally 6 years; approximate dates permit about 15–16 years","role":"possible mother","locations":["Aberdeen, Aberdeenshire, Scotland, United Kingdom","Dunedin, New Zealand"],"score":0,"classification":"competing linked parent","reasons":["the nominal 6-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–16 years) (+4)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","parentage requires the approximate birth estimate to be early enough (no deduction)","candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":1,"factors":["age"],"indirect_factor_count":1,"suggested_co_parent":null},{"id":"Glasgow-1198","name":"Agnes Glasgow","catalogue_id":"glasgow-1198","html_url":"/people/glasgow-1198.html","birth_year":1860,"death_year":1877,"gender":"Female","age_gap":6,"age_gap_label":"nominally 6 years; approximate dates permit about 15–16 years","role":"possible mother","locations":["Dirleton, Haddingtonshire, Scotland, United Kingdom","Tranent, Haddingtonshire, Scotland, United Kingdom"],"score":0,"classification":"competing linked parent","reasons":["the nominal 6-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–16 years) (+4)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","parentage requires the approximate birth estimate to be early enough (no deduction)","candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":1,"factors":["age"],"indirect_factor_count":1,"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."}}