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(Henry) Glasgow)","same-couple children Jane Glasgow (1835) and Allen Glasgow (1839) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 4-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","known spouse Margaret (Henry) Glasgow had a bounded, possibly plausible maternal age (26) at the subject's birth (+3)","candidate's name matches the first dated son James George Glasgow, the expected father position for a male subject (+4; catalogue rarity 0, James in 222 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: Emily +12 (10 public profiles; subject branch: Emily (Glasgow) Dunster; candidate branch: Emily (Glasgow) French); Annie +8 (22 public profiles; subject branch: Annie (Glasgow) Mitchell; candidate branch: Annie Glasgow); David +7 (39 public profiles; subject branch: David Harkley Glasgow, David Glasgow; candidate branch: David Allen Glasgow; +4 repetition bonus) (+35 total including +8 multi-name bonus)","uncommon spouse surnames recur across the subject and candidate branches: Mitchell +4 (+4 total)","descendant branches converge on the same specific migration destination killycurragh townland oritor derryloran (+10; 23 migrated public profiles; +3 repeated-branch bonus)","the two branches reconnect through shared descendants or descendant marriages (+10): Mildred Frances (Allen) Glasgow","5 independent unlinked-profile clue types converge (+10): collateral network, household chronology, locality, naming, specific migration"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":15,"factors":["age","birth-order gap","branch migration","branch reconvergence","indirect multi-factor convergence","local same-spouse child window","rare branch-name recurrence","rare name bundle","repeated marriage surnames","sex-aware ordered naming","spouse chronology","spouse-specific child window","tradition validation","two-generation chronology","undated locality"],"indirect_factor_count":15,"suggested_co_parent":{"id":"Henry-14942","name":"Margaret (Henry) Glasgow","html_url":"/people/henry-14942.html"}},{"id":"Glasgow-1698","name":"Samuel Glasgow","catalogue_id":"glasgow-1698","html_url":"/people/glasgow-1698.html","birth_year":1800,"death_year":1857,"gender":"Male","age_gap":36,"age_gap_label":"36 years","role":"possible father","locations":["County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","County Tyrone — exact locality unproved"],"score":87,"classification":"competing linked parent","reasons":["plausible 36-year parent-child age gap (+18)","candidate's birth is 59 years before the subject's earliest dated child (1859), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: derryloran, killycurragh (+6)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1825–1837) (+6; other parent Anne (Unknown) Glasgow)","same-couple children Sarah (Glasgow) Mahood (1827) and Adelaide Glasgow (1837) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 10-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","known spouse Anne (Unknown) Glasgow had a bounded, possibly plausible maternal age (35) at the subject's birth (+3)","uncommon given names recur in both otherwise distinct descendant branches: Maggie +14 (4 public profiles; subject branch: Maggie Emeline Glasgow; candidate branch: Maggie Loughlin Glasgow); May +14 (6 public profiles; subject branch: May Glasgow; candidate branch: May Glasgow) (+32 total including +4 multi-name bonus)","descendant branches converge on the same specific migration destination killycurragh townland oritor derryloran (+11; 23 migrated public profiles; +4 repeated-branch bonus)","4 independent unlinked-profile clue types converge (+8): household chronology, locality, naming, specific migration"],"conflicts":["a different father 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":11,"factors":["age","birth-order gap","branch migration","indirect multi-factor convergence","local same-spouse child window","rare branch-name recurrence","rare name bundle","spouse chronology","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":11,"suggested_co_parent":{"id":"Unknown-554355","name":"Anne (Unknown) Glasgow","html_url":"/people/unknown-554355.html"}},{"id":"Glasgow-1702","name":"James Glasgow","catalogue_id":"glasgow-1702","html_url":"/people/glasgow-1702.html","birth_year":1799,"death_year":1882,"gender":"Male","age_gap":37,"age_gap_label":"at least 37 years","role":"possible father","locations":["County Tyrone, Ireland","Ballynasollus, Kildress, Cookstown, County Tyrone, Ireland, United Kingdom","St Luran's Church — Derryloran"],"score":70,"classification":"competing linked parent","reasons":["bounded birth date gives a parent-child age gap of at least 37 years (+10; true age remains uncertain)","candidate's birth is 60 years before the subject's earliest dated child (1859), a compatible grandparent-generation interval (+4)","candidate has a supported 1799 St Luran baptism in the subject's birth locality, 37 years from the subject's birth (+7)","subject's birth fits within the candidate's overall child-bearing span (1822–1860) (+3; children are not tied to one spouse)","candidate's name matches the first dated son James George Glasgow, the expected father position for a male subject (+4; catalogue rarity 0, James in 222 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: Martha +11 (44 public profiles; subject branch: Martha (Glasgow) Chestnut, Martha Emily Glasgow; candidate branch: Martha Glasgow, Martha Bell (Glasgow) Carson; +8 repetition bonus); Annie +8 (22 public profiles; subject branch: Annie (Glasgow) Mitchell; candidate branch: Annie Glasgow); David +7 (39 public profiles; subject branch: David Harkley Glasgow, David Glasgow; candidate branch: David Leslie Glasgow; +4 repetition bonus) (+34 total including +8 multi-name bonus)","uncommon spouse surnames recur across the subject and candidate branches: Ferguson +4 (+4 total)","descendant branches converge on the same specific migration destination philadelphia pennsylvania united states (+9; 12 migrated public profiles; +2 repeated-branch bonus)","5 independent unlinked-profile clue types converge (+10): collateral network, household chronology, locality, naming, specific migration"],"conflicts":["a different father is already linked but its evidence is unassessed (−15)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":11,"factors":["age","branch migration","household chronology","indirect multi-factor convergence","rare branch-name recurrence","rare name bundle","repeated marriage surnames","sex-aware ordered naming","time-specific locality","tradition validation","two-generation chronology"],"indirect_factor_count":11,"suggested_co_parent":null},{"id":"Glasgow-2044","name":"George Glasgow","catalogue_id":"glasgow-2044","html_url":"/people/glasgow-2044.html","birth_year":1812,"death_year":1892,"gender":"Male","age_gap":24,"age_gap_label":"24 years","role":"possible father","locations":["County Tyrone, Ireland, United Kingdom","Ballynagilly, Lissan, Cookstown, County Tyrone, Ireland, United Kingdom","County Tyrone — exact locality unproved"],"score":58,"classification":"competing linked parent","reasons":["plausible 24-year parent-child age gap (+18)","candidate's birth is 47 years before the subject's earliest dated child (1859), a compatible grandparent-generation interval (+4)","same specific indexed locality despite wider place-label differences: ballynagilly lissan cookstown county tyrone ireland united kingdom (+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, Julia Glasgow, born 4 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: Annie +8 (22 public profiles; subject branch: Annie (Glasgow) Mitchell; candidate branch: Annie Glasgow); George +5 (59 public profiles; subject branch: George Ernest Glasgow, George Stanley Glasgow; candidate branch: George Glasgow; +2 repetition bonus) (+17 total including +4 multi-name bonus)","descendant branches converge on the same specific migration destination philadelphia pennsylvania united states (+9; 12 migrated public profiles; +2 repeated-branch bonus)","4 independent unlinked-profile clue types converge (+8): household chronology, locality, naming, specific migration"],"conflicts":["a different father 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":9,"factors":["age","branch migration","household chronology","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","rare name bundle","two-generation chronology","undated locality"],"indirect_factor_count":9,"suggested_co_parent":null},{"id":"Glasgow-585","name":"William Glasgow","catalogue_id":"glasgow-585","html_url":"/people/glasgow-585.html","birth_year":1804,"death_year":1898,"gender":"Male","age_gap":32,"age_gap_label":"32 years","role":"possible father","locations":["Ireland, United Kingdom","Montober, County Tyrone, Ireland, United Kingdom","Kildress civil parish"],"score":46,"classification":"competing linked parent","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 55 years before the subject's earliest dated child (1859), a compatible grandparent-generation interval (+4)","mapped Kildress civil parish is 4.8 km from the subject's birth-period Killycurragh townland — Oritor/Derryloran (+3; one or both placements are unproved)","subject's birth fits between children attributed to the same parental couple (1827–1844) (+6; other parent Mary Anne (Henry) Glasgow)","known spouse Mary Anne (Henry) Glasgow had a bounded, possibly plausible maternal age (34) at the subject's birth (+3)","uncommon given names recur in both otherwise distinct descendant branches: David +11 (39 public profiles; subject branch: David Harkley Glasgow, David Glasgow; candidate branch: David John Glasgow, David Charles Glasgow; +8 repetition bonus); Ellen +10 (16 public profiles; subject branch: Ellen (Glasgow) Faulkner, Ellen (Glasgow) Lamont; candidate branch: Ellen Elizabeth (Glasgow) Hancock; +2 repetition bonus); Annie +8 (22 public profiles; subject branch: Annie (Glasgow) Mitchell; candidate branch: Annie (Glasgow) Sherry) (+37 total including +8 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): australia","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 John Glasgow in Kildress, County Tyrone, Ireland, United Kingdom within 4 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named David Glasgow (Glasgow-692) 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":10,"factors":["age","broad migration","contemporaneous household conflict","indirect multi-factor convergence","mapped proximity","rare branch-name recurrence","rare name bundle","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":10,"suggested_co_parent":{"id":"Henry-6408","name":"Mary Anne (Henry) Glasgow","html_url":"/people/henry-6408.html"}},{"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":26,"age_gap_label":"26 years","role":"possible mother","locations":["County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","County Tyrone — exact locality unproved"],"score":100,"classification":"strong multi-factor lead","reasons":["plausible 26-year parent-child age gap (+18)","candidate's birth is 49 years before the subject's earliest dated child (1859), 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)","same-couple children Jane Glasgow (1835) and Allen Glasgow (1839) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 4-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","a candidate spouse matches the first dated son James George Glasgow, the expected father position (+3; James in 222 profiles)","uncommon given names recur in both otherwise distinct descendant branches: Emily +12 (10 public profiles; subject branch: Emily (Glasgow) Dunster; candidate branch: Emily (Glasgow) French); Annie +8 (22 public profiles; subject branch: Annie (Glasgow) Mitchell; candidate branch: Annie Glasgow); David +7 (39 public profiles; subject branch: David Harkley Glasgow, David Glasgow; candidate branch: David Allen Glasgow; +4 repetition bonus) (+35 total including +8 multi-name bonus)","uncommon spouse surnames recur across the subject and candidate branches: Mitchell +4 (+4 total)","descendant branches converge on the same specific migration destination killycurragh townland oritor derryloran (+10; 23 migrated public profiles; +3 repeated-branch bonus)","the two branches reconnect through shared descendants or descendant marriages (+10): Mildred Frances (Allen) Glasgow","5 independent unlinked-profile clue types converge (+10): collateral network, household chronology, locality, naming, specific migration"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":13,"factors":["age","birth-order gap","branch migration","branch reconvergence","indirect multi-factor convergence","local same-spouse child window","rare branch-name recurrence","rare name bundle","repeated marriage surnames","sex-aware ordered naming","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":13,"suggested_co_parent":{"id":"Glasgow-1701","name":"James Glasgow jun","html_url":"/people/glasgow-1701.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":35,"age_gap_label":"35 years","role":"possible mother","locations":["County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","County Tyrone — exact locality unproved"],"score":99,"classification":"strong multi-factor lead","reasons":["plausible 35-year parent-child age gap (+18)","candidate's birth is 58 years before the subject's earliest dated child (1859), 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 Adelaide Glasgow (1837) bracket the subject in the same specific birth locality (+10; strong household-placement clue, not proof)","the subject fills a 10-year gap between those same-couple, same-locality children (+4; corroborated missing birth-order slot)","uncommon given names recur in both otherwise distinct descendant branches: Maggie +14 (4 public profiles; subject branch: Maggie Emeline Glasgow; candidate branch: Maggie Loughlin Glasgow); May +14 (6 public profiles; subject branch: May Glasgow; candidate branch: May Glasgow) (+32 total including +4 multi-name bonus)","descendant branches converge on the same specific migration destination killycurragh townland oritor derryloran (+11; 23 migrated public profiles; +4 repeated-branch bonus)","4 independent unlinked-profile clue types converge (+8): household chronology, locality, naming, specific migration"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":10,"factors":["age","birth-order gap","branch migration","indirect multi-factor convergence","local same-spouse child window","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":10,"suggested_co_parent":{"id":"Glasgow-1698","name":"Samuel Glasgow","html_url":"/people/glasgow-1698.html"}},{"id":"Henry-6408","name":"Mary Anne (Henry) Glasgow","catalogue_id":"henry-6408","html_url":"/people/henry-6408.html","birth_year":1802,"death_year":1888,"gender":"Female","age_gap":34,"age_gap_label":"34 years","role":"possible mother","locations":["Derryloran, Cookstown Co Tyrone, Ireland","Montober, County Tyrone, Ireland","Cookstown"],"score":61,"classification":"moderate lead","reasons":["plausible 34-year parent-child age gap (+18)","candidate's birth is 57 years before the subject's earliest dated child (1859), 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 (1827–1844) (+6; other parent William Glasgow)","uncommon given names recur in both otherwise distinct descendant branches: David +11 (39 public profiles; subject branch: David Harkley Glasgow, David Glasgow; candidate branch: David John Glasgow, David Charles Glasgow; +8 repetition bonus); Ellen +10 (16 public profiles; subject branch: Ellen (Glasgow) Faulkner, Ellen (Glasgow) Lamont; candidate branch: Ellen Elizabeth (Glasgow) Hancock; +2 repetition bonus); Annie +8 (22 public profiles; subject branch: Annie (Glasgow) Mitchell; candidate branch: Annie (Glasgow) Sherry) (+37 total including +8 multi-name bonus)","descendant branches share only a broad migration destination country (+1; weak alone): australia","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["candidate's household recorded John Glasgow in Kildress, County Tyrone, Ireland, United Kingdom within 4 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","candidate already has another child named David Glasgow (Glasgow-692) 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":9,"factors":["age","broad migration","contemporaneous household conflict","indirect multi-factor convergence","rare branch-name recurrence","rare name bundle","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":9,"suggested_co_parent":{"id":"Glasgow-585","name":"William Glasgow","html_url":"/people/glasgow-585.html"}},{"id":"Glasgow-1727","name":"Jane (Glasgow) Ferguson","catalogue_id":"glasgow-1727","html_url":"/people/glasgow-1727.html","birth_year":1828,"death_year":1901,"gender":"Female","age_gap":8,"age_gap_label":"nominally 8 years; approximate dates permit about 15–28 years","role":"possible mother","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":55,"classification":"moderate lead","reasons":["the nominal 8-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–28 years) (+4)","candidate's birth is 31 years before the subject's earliest dated child (1859), a marginal two-generation interval (+1)","same specific indexed locality despite wider place-label differences: killycurragh townland oritor derryloran (+10)","same research cluster (+0; grouping is not kinship evidence)","a candidate spouse matches the first dated son James George Glasgow, the expected father position (+3; James in 222 profiles)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Emily +12 (10 public profiles; niece/nephew Emily (Glasgow) Dunster); Ellen +10 (16 public profiles; niece/nephew Ellen (Glasgow) Lamont; +2 repetition bonus); David +9 (39 public profiles; niece/nephew David Glasgow, sibling David Glasgow; +6 repetition bonus) (+31 total)","candidate's parents' names recur among the subject's grandchildren: David +1 (+1 total; weak multigeneration clue)","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":3,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","collateral naming","great-grandparent name echo","indirect multi-factor convergence","sex-aware ordered naming","two-generation chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-1719","name":"Sarah (Glasgow) Mahood","catalogue_id":"glasgow-1719","html_url":"/people/glasgow-1719.html","birth_year":1827,"death_year":1900,"gender":"Female","age_gap":9,"age_gap_label":"nominally 9 years; approximate dates permit about 15–29 years","role":"possible mother","locations":["Killycurragh, Derryloran, County Tyrone, Ireland, United Kingdom","Montober, Kildress, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":48,"classification":"moderate lead","reasons":["the nominal 9-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–29 years) (+4)","candidate's birth is 32 years before the subject's earliest dated child (1859), a marginal two-generation interval (+1)","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 sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Maggie +14 (4 public profiles; niece/nephew Maggie Loughlin Glasgow); May +14 (6 public profiles; niece/nephew May Glasgow) (+28 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","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."}}