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chronology"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Glasgow-357","name":"William Glasgow","catalogue_id":"glasgow-357","html_url":"/people/glasgow-357.html","birth_year":1757,"death_year":1805,"gender":"Male","age_gap":31,"age_gap_label":"31 years","role":"possible father","locations":["Currituck, Province of North Carolina","Currituck, Currituck Parish, North Carolina, United States"],"score":9,"classification":"competing linked parent","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 48 years before the subject's earliest dated child (1805), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits within the candidate's overall child-bearing span (1781–1801) (+3; children are not tied to one spouse)","candidate's name matches the second dated son William Barclay Glasgow, the expected father position for a female subject (+4; catalogue rarity 0, William in 223 profiles)","family naming controls: 1 supporting and 2 conflicting known positions (already reflected in naming weight)","uncommon given names recur in both otherwise distinct descendant branches: Joseph +9 (39 public profiles; subject branch: Joseph Anderson Glasgow, Joseph T Glasgow; candidate branch: Joseph Dorris Glasgow, Joseph Harvey Brooks Glasgow; +6 repetition bonus); Nancy +7 (49 public profiles; subject branch: Nancy Jane (Campbell) Glasgow, Nancy Mary Glasgow; candidate branch: Nancy C Glasgow; +4 repetition bonus); Ann +3 (41 public profiles; subject branch: Ann Nancy (Glasgow) Campbell; candidate branch: Ann Catherine (Glasgow) Peery) (+27 total including +8 multi-name bonus)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)","same country, but no indexed locality overlap (−10)","candidate's household recorded Isaac Wesley (Glascow) Glasgow in Currituck, North Carolina, United States within 2 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","contemporaneous household conflict","household chronology","rare branch-name recurrence","rare name bundle","sex-aware ordered naming","tradition validation","two-generation chronology"],"indirect_factor_count":8,"suggested_co_parent":null},{"id":"Glasgow-2003","name":"Nancy (Glasgow) McClelland","catalogue_id":"glasgow-2003","html_url":"/people/glasgow-2003.html","birth_year":1781,"death_year":1806,"gender":"Female","age_gap":7,"age_gap_label":"nominally 7 years; approximate dates permit about 15–17 years","role":"possible mother","locations":["Rockbridge, Virginia, United States","Adams, Ohio, United States"],"score":44,"classification":"competing linked parent","reasons":["the nominal 7-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–17 years) (+4)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; grouping is not kinship evidence)","candidate's name matches the first dated daughter Nancy Jane (Campbell) Glasgow, the expected mother position for a female subject (+6; catalogue rarity 1, Nancy in 49 profiles)","family naming controls: 1 supporting and 2 conflicting known positions (already reflected in naming weight)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Stewart +16 (2 public profiles; niece/nephew Stewart Steele Glasgow); Arthur +14 (11 public profiles; niece/nephew Arthur Glasgow; +2 repetition bonus); Rebecca +12 (13 public profiles; niece/nephew Rebecca Jane (Glasgow) Ralston) (+42 total)","candidate-line surnames recur as descendant middle names: Barclay +10 (1 birth-surname profiles) (+10 total)","3 independent unlinked-profile clue types converge (+5): collateral network, locality, naming"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","parentage requires the approximate birth estimate to be early enough (no deduction)","candidate-to-earliest-child interval of 24 years is implausible for two generations (−8)"],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","collateral naming","indirect multi-factor convergence","lineage surname as middle name","sex-aware ordered naming","tradition validation","undated locality"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-1964","name":"Hadassah Esther (Glasgow) Dryden","catalogue_id":"glasgow-1964","html_url":"/people/glasgow-1964.html","birth_year":1776,"death_year":1846,"gender":"Female","age_gap":12,"age_gap_label":"nominally 12 years; approximate dates permit about 15–32 years","role":"possible mother","locations":["Pennsylvania, United States","Highland, Ohio, United States"],"score":38,"classification":"competing linked parent","reasons":["the nominal 12-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–32 years) (+4)","candidate's birth is 29 years before the subject's earliest dated child (1805), a marginal two-generation interval (+1)","weak broad-area overlap: ohio (+1; not a locality match)","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): Stewart +16 (2 public profiles; niece/nephew Stewart Steele Glasgow); Arthur +14 (11 public profiles; niece/nephew Arthur Glasgow; +2 repetition bonus); Rebecca +12 (13 public profiles; niece/nephew Rebecca Jane (Glasgow) Ralston) (+42 total)","candidate-line surnames recur as descendant middle names: Barclay +10 (1 birth-surname profiles) (+10 total)","3 independent unlinked-profile clue types converge (+5): collateral network, household chronology, naming"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","parentage requires the approximate birth estimate to be early enough (no deduction)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","broad geography","collateral naming","indirect multi-factor convergence","lineage surname as middle name","two-generation chronology"],"indirect_factor_count":6,"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":31,"age_gap_label":"31 years","role":"possible mother","locations":["Ireland","Allegheny, Pennsylvania, United States","County Antrim — exact locality unproved"],"score":22,"classification":"competing linked parent","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 48 years before the subject's earliest dated child (1805), a compatible grandparent-generation interval (+4)","subject's birth fits between children attributed to the same parental couple (1780–1792) (+6; other parent Hugh Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: Nancy +11 (49 public profiles; subject branch: Nancy Jane (Campbell) Glasgow, Nancy Mary Glasgow; candidate branch: Nancy (Glasgow) Donald, Nancy Glasgow; +8 repetition bonus); Joseph +7 (39 public profiles; subject branch: Joseph Anderson Glasgow, Joseph T Glasgow; candidate branch: Joseph B Glasgow; +4 repetition bonus); Jane +3 (71 public profiles; subject branch: Jane Irene (Glasgow) Hartzog; candidate branch: Jane Glasgow) (+29 total including +8 multi-name bonus)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-540","name":"Hugh Glasgow","html_url":"/people/glasgow-540.html"}},{"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":14,"age_gap_label":"nominally 14 years; approximate dates permit about 15–24 years","role":"possible mother","locations":["Ireland","Londonderry, Guernsey, Ohio, United States","Inishrush","Ireland — exact locality unproved"],"score":17,"classification":"competing linked parent","reasons":["the nominal 14-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–24 years) (+4)","candidate's birth is 31 years before the subject's earliest dated child (1805), a marginal two-generation interval (+1)","weak broad-area overlap: ohio (+1; not a locality match)","uncommon given names recur in both otherwise distinct descendant branches: Arthur +16 (11 public profiles; subject branch: Arthur Victor Glasgow, Arthur Caskey Glasgow; candidate branch: Arthur Glasgow, Arthur Neal Glasgow; +4 repetition bonus); Nancy +7 (49 public profiles; subject branch: Nancy Jane (Campbell) Glasgow, Nancy Mary Glasgow; candidate branch: Nancy Glasgow; +4 repetition bonus); Jane +5 (71 public profiles; subject branch: Jane Irene (Glasgow) Hartzog; candidate branch: Jane Florence Glasgow, Jane Glasgow; +2 repetition bonus) (+36 total including +8 multi-name bonus)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","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","broad geography","rare branch-name recurrence","rare name bundle","two-generation chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Glasco-40","name":"Elizabeth Glasco","catalogue_id":"glasco-40","html_url":"/people/glasco-40.html","birth_year":1741,"death_year":null,"gender":"Female","age_gap":47,"age_gap_label":"47 years","role":"possible mother","locations":["Currituck, Currituck, North Carolina"],"score":13,"classification":"competing linked parent","reasons":["possible 47-year parent-child age gap (+10)","candidate's birth is 64 years before the subject's earliest dated child (1805), a compatible grandparent-generation interval (+4)","same research cluster (+0; grouping is not kinship evidence)","the same sex-aware parent-name position recurs independently in sibling households: Joseph Glasgow → Elizabeth J A (Glasgow) Johns (+3)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Dorcas +16 (4 public profiles; niece/nephew Dorcas (Glasgow) Pugh; +2 repetition bonus) (+16 total)","candidate's parents' names recur among the subject's grandchildren: Susannah +5 (+5 total; weak multigeneration clue)"],"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":3,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","collateral naming","great-grandparent name echo","sibling-household replication","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."}}