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one or both placements are unproved)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","known spouse Mary (McCaughan) Glasgow had a plausible maternal age (30) at the subject's birth (+7)","uncommon given names recur in both otherwise distinct descendant branches: Ellen +8 (16 public profiles; subject branch: Ellen Glasgow; candidate branch: Ellen Jane (Glasgow) Barr) (+8 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","candidate's household recorded Anna Glasgow in Lisnagarvey, Lisburn and Castlereagh, Ireland, United Kingdom within 0 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","contemporaneous household conflict","household chronology","indirect multi-factor convergence","mapped proximity","rare branch-name recurrence","spouse chronology","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":null},{"id":"Glasgow-1781","name":"Adam Dickie Glasgow","catalogue_id":"glasgow-1781","html_url":"/people/glasgow-1781.html","birth_year":1815,"death_year":1863,"gender":"Male","age_gap":32,"age_gap_label":"32 years","role":"possible father","locations":["Lisburn, County Antrim, Ireland, United Kingdom","Dunedin, Otago, New Zealand","Lisburn / Lisnagarvey"],"score":17,"classification":"competing linked parent","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 77 years before the subject's earliest dated child (1892), 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 (1843–1850) (+6; other parent Jane Fulton (Thompson) Glasgow)","known spouse Jane Fulton (Thompson) Glasgow had a plausible maternal age (25) at the subject's birth (+7)","candidate and subject share the given name Adam (+8; weak direct parent-child name recurrence, 15 public profiles)"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)","candidate's household recorded James McClure Glasgow in Gujarāt, Gujarat, India within 3 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","broad geography","contemporaneous household conflict","same-sex generational naming","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Thompson-100184","name":"Jane Fulton (Thompson) Glasgow","html_url":"/people/thompson-100184.html"}},{"id":"Glasgow-1369","name":"Nancy Glasgow","catalogue_id":"glasgow-1369","html_url":"/people/glasgow-1369.html","birth_year":1815,"death_year":1847,"gender":"Female","age_gap":32,"age_gap_label":"32 years","role":"possible mother","locations":["Dunaghy, Kilconway, Antrim","Dunaghy civil parish — County Antrim"],"score":30,"classification":"competing linked parent","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 77 years before the subject's earliest dated child (1892), a compatible grandparent-generation interval (+4)","same specific indexed locality despite wider place-label differences: dunaghy civil parish county antrim (+10)","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): Ellen +8 (16 public profiles; sibling Ellen Glasgow) (+8 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},{"id":"Glasgow-1368","name":"Ellen Glasgow","catalogue_id":"glasgow-1368","html_url":"/people/glasgow-1368.html","birth_year":1825,"death_year":null,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Dunaghy, Kilconway, Antrim","Dunaghy civil parish — County Antrim","Glenleslie"],"score":25,"classification":"competing linked parent","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 67 years before the subject's earliest dated child (1892), a compatible grandparent-generation interval (+4)","same specific indexed locality despite wider place-label differences: dunaghy civil parish county antrim (+10)","same research cluster (+0; grouping is not kinship evidence)","candidate's given name recurs among another recorded child (+3; Ellen occurs in 16 public 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","child naming","indirect multi-factor convergence","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"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":34,"age_gap_label":"34 years","role":"possible mother","locations":["Rasharkin Rc, Antrim, Ireland","Rasharkin"],"score":21,"classification":"competing linked parent","reasons":["plausible 34-year parent-child age gap (+18)","candidate's birth is 79 years before the subject's earliest dated child (1892), 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)","a known child was born within 1 years of the subject (+3)","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","household chronology","local sibling birth","mapped proximity","rare sibling-name pattern","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"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":36,"age_gap_label":"36 years","role":"possible mother","locations":["Donaghy, Antrim, Ireland"],"score":15,"classification":"competing linked parent","reasons":["plausible 36-year parent-child age gap (+18)","candidate's birth is 81 years before the subject's earliest dated child (1892), a compatible grandparent-generation interval (+4)","weak broad-area overlap: antrim (+1; not a locality match)","a known child was born within 1 years of the subject (+3)","candidate has another child, Mary Jane (Glasgow) McCleary, born 7 years from the subject in the same specific birth locality (+4; 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","broad geography","household chronology","local sibling birth","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"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":44,"age_gap_label":"44 years","role":"possible mother","locations":["Brackagh, Lissan, County Londonderry, Ireland","Belle Center, Logan, Ohio, United States","Lissan civil parish — Cookstown area"],"score":14,"classification":"competing linked parent","reasons":["possible 44-year parent-child age gap (+10)","candidate's birth is 89 years before the subject's earliest dated child (1892), a compatible grandparent-generation interval (+4)","weak broad-area overlap: civil (+1; not a locality match)","a known child was born within 3 years of the subject (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Jane +3 (71 public profiles) (+3 total)","uncommon given names recur in both otherwise distinct descendant branches: Adam +12 (15 public profiles; subject branch: Adam Glasgow; candidate branch: Adam Glasgow) (+12 total)"],"conflicts":["a different mother is already linked but its evidence is unassessed (−15)","candidate already has another child named Adam Glasgow (Glasgow-3151) 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":6,"factors":["age","broad geography","household chronology","rare branch-name recurrence","rare sibling-name pattern","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."}}