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subject branch: Hugh Glasgow, Hugh Glasgow; candidate branch: Hugh Glasgow; +2 repetition bonus); Agnes +3 (45 public profiles; subject branch: Agnes Glasgow; candidate branch: Agnes Glasgow); Jean +3 (41 public profiles; subject branch: Jean Glasgow; candidate branch: Jean Glasgow) (+19 total including +8 multi-name bonus)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)","candidate already has another child named Hugh Glasgow (Glasgow-1426) 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":8,"factors":["age","household chronology","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","rare name bundle","two-generation chronology","undated locality"],"indirect_factor_count":8,"suggested_co_parent":null},{"id":"Glasgow-3087","name":"John Glasgow","catalogue_id":"glasgow-3087","html_url":"/people/glasgow-3087.html","birth_year":1670,"death_year":null,"gender":"Male","age_gap":22,"age_gap_label":"22 years","role":"possible father","locations":["Kilwinning, Ayrshire, Scotland","Kilwinning — Ayrshire"],"score":21,"classification":"competing linked parent","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 40 years before the subject's earliest dated child (1710), a compatible grandparent-generation interval (+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)","a known child was born within 4 years of the subject (+1)","candidate has another child, Margaret Glasgow, born 4 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","known spouse Bessie (Smith) Glasgow had a plausible maternal age (22) at the subject's birth (+7)"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","household chronology","local sibling birth","spouse chronology","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Lachland-2","name":"Margaret (Lachland) Glasgow","catalogue_id":"lachland-2","html_url":"/people/lachland-2.html","birth_year":1655,"death_year":null,"gender":"Female","age_gap":37,"age_gap_label":"37 years","role":"possible mother","locations":["Kilwinning, Ayrshire, Scotland","Kilwinning, Ayrshire, Scotland, United Kingdom","Kilwinning — Ayrshire"],"score":49,"classification":"competing linked parent","reasons":["plausible 37-year parent-child age gap (+18)","candidate's birth is 55 years before the subject's earliest dated child (1710), a compatible grandparent-generation interval (+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 has another child, Robert Glasgow, born 14 years from the subject in the same specific birth locality (+2; possible sibling-household clue)","uncommon given names recur in both otherwise distinct descendant branches: Hugh +7 (36 public profiles; subject branch: Hugh Glasgow, Hugh Glasgow; candidate branch: Hugh Glasgow, Hugh Glasgow; +4 repetition bonus); Agnes +5 (45 public profiles; subject branch: Agnes Glasgow; candidate branch: Agnes Glasgow, Agnes Glasgow; +2 repetition bonus); Jean +5 (41 public profiles; subject branch: Jean Glasgow; candidate branch: Jean Glasgow, Jean Glasgow; +2 repetition bonus) (+25 total including +8 multi-name bonus)","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":7,"factors":["age","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","rare name bundle","two-generation chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Park-8050","name":"Margaret (Park) Glasgow","catalogue_id":"park-8050","html_url":"/people/park-8050.html","birth_year":1670,"death_year":null,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Kilwinning — Ayrshire"],"score":26,"classification":"competing linked parent","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 40 years before the subject's earliest dated child (1710), a compatible grandparent-generation interval (+4)","same specific indexed locality despite wider place-label differences: kilwinning ayrshire (+10)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 3 years of the subject (+3)","candidate has another child, James Glasgow, born 3 years from the subject in the same specific birth locality (+6; 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","household chronology","local sibling birth","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Allison-6866","name":"Barbara (Allison) Glasgow","catalogue_id":"allison-6866","html_url":"/people/allison-6866.html","birth_year":1659,"death_year":null,"gender":"Female","age_gap":33,"age_gap_label":"33 years","role":"possible mother","locations":["Kilwinning, Ayrshire, Scotland","Kilwinning — Ayrshire"],"score":26,"classification":"competing linked parent","reasons":["plausible 33-year parent-child age gap (+18)","candidate's birth is 51 years before the subject's earliest dated child (1710), a compatible grandparent-generation interval (+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)","a known child was born within 3 years of the subject (+3)","candidate has another child, Jannet Glasgow, born 3 years from the subject in the same specific birth locality (+6; 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","household chronology","local sibling birth","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Smith-351282","name":"Bessie (Smith) Glasgow","catalogue_id":"smith-351282","html_url":"/people/smith-351282.html","birth_year":1670,"death_year":null,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Kilwinning — Ayrshire"],"score":24,"classification":"competing linked parent","reasons":["plausible 22-year parent-child age gap (+18)","candidate's birth is 40 years before the subject's earliest dated child (1710), a compatible grandparent-generation interval (+4)","same specific indexed locality despite wider place-label differences: kilwinning ayrshire (+10)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 4 years of the subject (+1)","candidate has another child, Margaret Glasgow, born 4 years from the subject in the same specific birth locality (+6; 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","household chronology","local sibling birth","two-generation chronology","undated locality"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Willie-202","name":"Jannet (Willie) Glasgow","catalogue_id":"willie-202","html_url":"/people/willie-202.html","birth_year":1660,"death_year":null,"gender":"Female","age_gap":32,"age_gap_label":"32 years","role":"possible mother","locations":["Kilwinning, Ayrshire, Scotland","Kilwinning — Ayrshire"],"score":24,"classification":"competing linked parent","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1710), a compatible grandparent-generation interval (+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)","a known child was born within 4 years of the subject (+1)","candidate has another child, Marie Glasgow, born 4 years from the subject in the same specific birth locality (+6; 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","household chronology","local sibling birth","two-generation chronology","undated locality"],"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."}}