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public profiles; subject branch: Henry Cunningham Glasgow; candidate branch: Henry Glasgow); Alexander +5 (59 public profiles; subject branch: Alexander Fleming Glasgow; candidate branch: Older Alexander Glasgow, Alexander Glasgow; +2 repetition bonus) (+33 total including +8 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): united states","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["candidate's household recorded James Glasgow in Inishrush, Tamlaght O’Crilly, County Londonderry within 5 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","descendant-name recurrence has no independent household, record, migration or specific-locality anchor (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":11,"factors":["age","broad 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is not kinship evidence)","subject's birth fits within the candidate's overall child-bearing span (1790–1805) (+3; children are not tied to one spouse)","candidate has another child, Hugh Glasgow, born 6 years from the subject in the same specific birth locality (+4; possible sibling-household clue)","uncommon given names recur in both otherwise distinct descendant branches: Henry +8 (24 public profiles; subject branch: Henry Cunningham Glasgow; candidate branch: Henry Glasgow) (+8 total)","descendant branches share only a broad migration destination country (+1; weak alone): united states","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","broad geography","broad migration","household chronology","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","two-generation chronology"],"indirect_factor_count":8,"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":20,"age_gap_label":"20 years","role":"possible mother","locations":["County Tyrone, Ireland","Drumearn, Derryloran, County Tyrone, Ireland, United Kingdom","Drumearn townland"],"score":45,"classification":"moderate lead","reasons":["plausible 20-year parent-child age gap (+18)","candidate's birth is 45 years before the subject's earliest dated child (1824), 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)","uncommon given names recur in both otherwise distinct descendant branches: Matilda +12 (14 public profiles; subject branch: Matilda (Glasgow) Ewing; candidate branch: Matilda (Little) Glasgow) (+12 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","indirect multi-factor convergence","rare branch-name recurrence","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Arthur-2480","name":"Mary Arthur","catalogue_id":"arthur-2480","html_url":"/people/arthur-2480.html","birth_year":1774,"death_year":1859,"gender":"Female","age_gap":25,"age_gap_label":"25 years","role":"possible mother","locations":["Ireland","Londonderry, Guernsey, Ohio, United States","Inishrush","Ireland — exact locality unproved"],"score":39,"classification":"weak lead","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1824), a compatible grandparent-generation interval (+4)","mapped Inishrush is 28.6 km from the subject's birth-period Killycurragh townland — Oritor/Derryloran (+1; one or both placements are unproved)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","uncommon given names recur in both otherwise distinct descendant branches: Adam +14 (15 public profiles; subject branch: Adam Glasgow; candidate branch: Adam Glasgow, Adam Glasgow; +2 repetition bonus); Jane +5 (71 public profiles; subject branch: Jane Glasgow; candidate branch: Jane Florence Glasgow, Jane Glasgow; +2 repetition bonus) (+23 total including +4 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): united states","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["descendant-name recurrence has no independent household, record, migration or specific-locality anchor (score capped at 39)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","broad migration","household chronology","indirect multi-factor convergence","mapped proximity","rare branch-name recurrence","rare name bundle","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":null},{"id":"Glasgow-3906","name":"Eliza Glasgow","catalogue_id":"glasgow-3906","html_url":"/people/glasgow-3906.html","birth_year":1790,"death_year":1816,"gender":"Female","age_gap":9,"age_gap_label":"nominally 9 years; approximate dates permit about 15–19 years","role":"possible mother","locations":["Inishrush, Tamlaght O’Crilly, County Londonderry","St Nossonus — Tamlaght O'Crilly Lower graveyard"],"score":36,"classification":"weak lead","reasons":["the nominal 9-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–19 years) (+4)","candidate's birth is 34 years before the subject's earliest dated child (1824), a marginal two-generation interval (+1)","mapped St Nossonus — Tamlaght O'Crilly Lower graveyard is 29.2 km from the subject's birth-period Killycurragh townland — Oritor/Derryloran (+1; one or both placements are unproved)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Adam +12 (15 public profiles; sibling Adam Glasgow); Henry +8 (24 public profiles; niece/nephew Henry Glasgow); Alexander +5 (59 public profiles; niece/nephew Alexander Glasgow, sibling Older Alexander Glasgow; +2 repetition bonus) (+25 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"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":5,"factors":["age","collateral naming","indirect multi-factor convergence","mapped proximity","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Unknown-760890","name":"Rose Glasgow","catalogue_id":"unknown-760890","html_url":"/people/unknown-760890.html","birth_year":1767,"death_year":1833,"gender":"Female","age_gap":32,"age_gap_label":"32 years","role":"possible mother","locations":["Inishrush, Tamlaght O’Crilly, County Londonderry","St Nossonus — Tamlaght O'Crilly Lower graveyard"],"score":30,"classification":"weak lead","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 57 years before the subject's earliest dated child (1824), a compatible grandparent-generation interval (+4)","mapped St Nossonus — Tamlaght O'Crilly Lower graveyard is 29.2 km from the subject's birth-period Killycurragh townland — Oritor/Derryloran (+1; one or both placements are unproved)","subject's birth fits between children attributed to the same parental couple (1790–1822) (+6; other parent Adam Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Henry +8 (24 public profiles; subject branch: Henry Cunningham Glasgow; candidate branch: Henry Glasgow) (+8 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["candidate's household recorded James Glasgow in Inishrush, Tamlaght O’Crilly, County Londonderry within 5 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","indirect multi-factor convergence","mapped proximity","rare branch-name recurrence","spouse-specific child window","two-generation chronology"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-3902","name":"Adam Glasgow","html_url":"/people/glasgow-3902.html"}},{"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":16,"age_gap_label":"16 years","role":"possible mother","locations":["Cookstown"],"score":25,"classification":"weak lead","reasons":["possible 16-year parent-child age gap (+10)","candidate's birth is 41 years before the subject's earliest dated child (1824), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","candidate has another child, William Glasgow, born 12 years from the subject in the same specific birth locality (+2; possible sibling-household clue)","candidate's given name recurs among another recorded child (+1; Jane occurs in 71 public profiles)","descendant branches share only a broad migration destination country (+1; weak alone): united states","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["candidate already has another child named William Glasgow (Glasgow-1969) 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 migration","child naming","indirect multi-factor convergence","local sibling birth","two-generation chronology","undated locality"],"indirect_factor_count":7,"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."}}