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grouping is not kinship evidence)","known spouse Matilda (Little) Glasgow had a plausible maternal age (19) at the subject's birth (+7)","candidate's name matches the first dated son John Glasgow, the expected father position for a male subject (+3; catalogue rarity 0, John in 278 profiles)","the matched name was deliberately reused after an earlier child's death (+3)","family naming controls: 0 supporting and 2 conflicting known positions (already reflected in naming weight)","candidate-line surnames recur as descendant middle names: Little +8 (3 birth-surname profiles) (+8 total)","4 independent unlinked-profile clue types converge (+8): collateral network, household chronology, locality, naming"],"conflicts":["a different father is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":9,"factors":["age","indirect multi-factor convergence","lineage surname as middle name","name reuse","sex-aware ordered naming","spouse chronology","tradition validation","two-generation chronology","undated locality"],"indirect_factor_count":9,"suggested_co_parent":null},{"id":"Ferguson-8028","name":"Elizabeth (Ferguson) Dougal","catalogue_id":"ferguson-8028","html_url":"/people/ferguson-8028.html","birth_year":1812,"death_year":1901,"gender":"Female","age_gap":23,"age_gap_label":"23 years","role":"possible mother","locations":["County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, Tyrone, Ireland","County Tyrone — exact locality unproved"],"score":72,"classification":"strong multi-factor lead","reasons":["plausible 23-year parent-child age gap (+18)","candidate's birth is 45 years before the subject's earliest dated child (1857), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: derryloran, killycurragh (+6)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","candidate has another child, James Glasgow, born 0 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","uncommon given names recur in both otherwise distinct descendant branches: Richard +12 (14 public profiles; subject branch: Richard Henry Glasgow; candidate branch: Richard Glasgow); Henry +8 (24 public profiles; subject branch: Henry Little Glasgow; candidate branch: Henry McCaw Glasgow); George +3 (61 public profiles; subject branch: George Benjamin Little Glasgow; candidate branch: George Henry Glasgow) (+31 total including +8 multi-name bonus)","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","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":"Henry-14942","name":"Margaret (Henry) Glasgow","catalogue_id":"henry-14942","html_url":"/people/henry-14942.html","birth_year":1810,"death_year":1892,"gender":"Female","age_gap":25,"age_gap_label":"25 years","role":"possible mother","locations":["County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","County Tyrone — exact locality unproved"],"score":60,"classification":"moderate lead","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 47 years before the subject's earliest dated child (1857), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: derryloran, killycurragh (+6)","subject's birth fits between children attributed to the same parental couple (1832–1851) (+6; other parent James Glasgow jun)","candidate has another child, Jane Glasgow, born 0 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","uncommon given names recur in both otherwise distinct descendant branches: Henry +8 (24 public profiles; subject branch: Henry Little Glasgow; candidate branch: Henry Glasgow); George +3 (61 public profiles; subject branch: George Benjamin Little Glasgow; candidate branch: George Whitfield Glasgow) (+15 total including +4 multi-name bonus)","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","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Glasgow-1701","name":"James Glasgow jun","html_url":"/people/glasgow-1701.html"}},{"id":"McCormack-3356","name":"Ann (McCormack) Glasgow","catalogue_id":"mccormack-3356","html_url":"/people/mccormack-3356.html","birth_year":1795,"death_year":1847,"gender":"Female","age_gap":40,"age_gap_label":"40 years","role":"possible mother","locations":["Cookstown, County Tyrone, Ireland","Gortin, Derryloran, Cookstown, County Tyrone, Ireland","Cookstown"],"score":53,"classification":"moderate lead","reasons":["plausible 40-year parent-child age gap (+18)","candidate's birth is 62 years before the subject's earliest dated child (1857), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: derryloran (+6)","subject's birth fits between children attributed to the same parental couple (1815–1837) (+6; other parent Samuel Glasgow)","candidate has another child, Thomas McNeice Glasgow, born 3 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","uncommon given names recur in both otherwise distinct descendant branches: Henry +8 (24 public profiles; subject branch: Henry Little Glasgow; candidate branch: Henry Glasgow) (+8 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":7,"factors":["age","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-2054","name":"Samuel Glasgow","html_url":"/people/glasgow-2054.html"}},{"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":32,"age_gap_label":"32 years","role":"possible mother","locations":["Brackagh, Lissan, County Londonderry, Ireland","Belle Center, Logan, Ohio, United States","Lissan civil parish — Cookstown area"],"score":51,"classification":"moderate lead","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 54 years before the subject's earliest dated child (1857), a compatible grandparent-generation interval (+4)","mapped Lissan civil parish — Cookstown area is 7.5 km from the subject's birth-period Killycurragh townland — Oritor/Derryloran (+2; one or both placements are unproved)","subject's birth fits between children attributed to the same parental couple (1824–1844) (+6; other parent William Glasgow)","candidate's other children share uncommon given names with the subject's recorded siblings: Henry +8 (24 public profiles) (+8 total)","uncommon given names recur in both otherwise distinct descendant branches: Benjamin +12 (13 public profiles; subject branch: Benjamin Glasgow; candidate branch: Benjamin Glasgow) (+12 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["candidate already has another child named Benjamin Glasgow (Glasgow-3150) 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":7,"factors":["age","indirect multi-factor convergence","mapped proximity","rare branch-name recurrence","rare sibling-name pattern","spouse-specific child window","two-generation chronology"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-1675","name":"William Glasgow","html_url":"/people/glasgow-1675.html"}},{"id":"Unknown-554355","name":"Anne (Unknown) Glasgow","catalogue_id":"unknown-554355","html_url":"/people/unknown-554355.html","birth_year":1801,"death_year":1867,"gender":"Female","age_gap":34,"age_gap_label":"34 years","role":"possible mother","locations":["County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","County Tyrone — exact locality unproved"],"score":48,"classification":"moderate lead","reasons":["plausible 34-year parent-child age gap (+18)","candidate's birth is 56 years before the subject's earliest dated child (1857), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: derryloran, killycurragh (+6)","subject's birth fits between children attributed to the same parental couple (1825–1837) (+6; other parent Samuel Glasgow)","same-couple children Sarah (Glasgow) Mahood (1827) and Mary Jane (Glasgow) Parke (1836) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 9-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","birth-order gap","local same-spouse child window","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-1698","name":"Samuel Glasgow","html_url":"/people/glasgow-1698.html"}}],"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."}}