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father","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":100,"classification":"strong multi-factor lead","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 55 years before the subject's earliest dated child (1860), 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)","subject's birth fits between children attributed to the same parental couple (1832–1851) (+6; other parent Margaret (Henry) Glasgow)","candidate has another child, Jane Glasgow, born 2 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","known spouse Margaret (Henry) Glasgow had a bounded, possibly plausible maternal age (23) at the subject's birth (+3)","candidate and subject share the given name James (+4; weak direct parent-child name recurrence, 223 public profiles)","candidate's name matches the first dated son James Glasgow, the expected father position for a male subject (+3; catalogue rarity 0, James in 223 profiles)","family naming controls: 0 supporting and 2 conflicting known positions (already reflected in naming weight)","candidate's other children share uncommon given names with the subject's recorded siblings: Jane +3 (71 public profiles); Nancy +3 (49 public profiles) (+6 total)","uncommon given names recur in both otherwise distinct descendant branches: Henry +10 (24 public profiles; subject branch: Henry George Glasgow, Henry Glasgow; candidate branch: Henry Glasgow; +2 repetition bonus); George +3 (61 public profiles; subject branch: George Glasgow; candidate branch: George Whitfield Glasgow); Martha +3 (45 public profiles; subject branch: Martha Jane Glasgow; candidate branch: Martha Matilda (Glasgow) Macintosh) (+24 total including +8 multi-name bonus)","candidate-line surnames recur as descendant middle names: Henry +6 (9 birth-surname profiles) (+6 total)","uncommon spouse surnames recur across the subject and candidate branches: Henry +4; Mitchell +4 (+8 total)","descendant branches converge on the same specific migration destination kildress civil parish (+11; 10 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 linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)"],"currently_linked_parent":false,"naming_signal_count":5,"relationship_certainty":"Not currently linked as parent","factor_count":16,"factors":["age","branch migration","indirect multi-factor convergence","lineage surname as middle name","local sibling birth","rare branch-name recurrence","rare name bundle","rare sibling-name pattern","repeated marriage surnames","same-sex generational naming","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":33,"age_gap_label":"33 years","role":"possible father","locations":["County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","County Tyrone — exact locality unproved"],"score":86,"classification":"strong multi-factor lead","reasons":["plausible 33-year parent-child age gap (+18)","candidate's birth is 60 years before the subject's earliest dated child (1860), 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)","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 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)","known spouse Anne (Unknown) Glasgow had a bounded, possibly plausible maternal age (32) at the subject's birth (+3)","uncommon given names recur in both otherwise distinct descendant branches: May +14 (6 public profiles; subject branch: May Glasgow; candidate branch: May Glasgow) (+14 total)","uncommon spouse surnames recur across the subject and candidate branches: Black +4 (+4 total)","descendant branches converge on the same specific migration destination killycurragh townland oritor derryloran (+9; 23 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 linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)"],"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","repeated marriage surnames","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-3196","name":"James Glasgow","catalogue_id":"glasgow-3196","html_url":"/people/glasgow-3196.html","birth_year":1805,"death_year":null,"gender":"Male","age_gap":28,"age_gap_label":"28 years","role":"possible father","locations":["County Tyrone, Ireland, United Kingdom","County Tyrone — exact locality unproved"],"score":89,"classification":"moderate lead","reasons":["plausible 28-year parent-child age gap (+18)","candidate's birth is 55 years before the subject's earliest dated child (1860), a compatible grandparent-generation interval (+4)","weak broad-area overlap: tyrone (+1; not a locality match)","a known child was born within 3 years of the subject (+3)","candidate has another child, David Glasgow, born 3 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","candidate and subject share the given name James (+4; weak direct parent-child name recurrence, 223 public profiles)","candidate's name matches the first dated son James Glasgow, the expected father position for a male subject (+3; catalogue rarity 0, James in 223 profiles)","family naming controls: 0 supporting and 2 conflicting known positions (already reflected in naming weight)","candidate's other children share uncommon given names with the subject's recorded siblings: David +3 (39 public profiles) (+3 total)","uncommon given names recur in both otherwise distinct descendant branches: Martha +7 (45 public profiles; subject branch: Martha Jane Glasgow; candidate branch: Martha (Glasgow) Chestnut, Martha Emily Glasgow; +4 repetition bonus); George +3 (61 public profiles; subject branch: George Glasgow; candidate branch: George Ernest Glasgow) (+14 total including +4 multi-name bonus)","uncommon spouse surnames recur across the subject and candidate branches: Crooks +8; Ferguson +4 (+10 total)","descendant branches converge on the same specific migration destination queensland australia (+9; 4 migrated public profiles)","the two branches reconnect through shared descendants or descendant marriages (+10): David Harkley Glasgow","5 independent unlinked-profile clue types converge (+10): collateral network, household chronology, locality, naming, specific migration"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)"],"currently_linked_parent":false,"naming_signal_count":4,"relationship_certainty":"Not currently linked as parent","factor_count":15,"factors":["age","branch migration","branch reconvergence","broad geography","household chronology","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","rare name bundle","rare sibling-name pattern","repeated marriage surnames","same-sex generational naming","sex-aware ordered naming","tradition validation","two-generation chronology"],"indirect_factor_count":14,"suggested_co_parent":null},{"id":"Glasgow-1165","name":"James Glasgow","catalogue_id":"glasgow-1165","html_url":"/people/glasgow-1165.html","birth_year":1808,"death_year":1836,"gender":"Male","age_gap":25,"age_gap_label":"25 years","role":"possible father","locations":["Ireland, United Kingdom","Ireland — exact locality unproved","Killycurragh townland — Oritor/Derryloran","Oritor townland County Tyrone"],"score":63,"classification":"moderate lead","reasons":["plausible 25-year parent-child age gap (+18)","candidate's birth is 52 years before the subject's earliest dated child (1860), a compatible grandparent-generation interval (+4)","candidate has a supported 1836 Probate residence: Killycurragh, County Tyrone in the subject's birth locality, 3 years from the subject's birth (+22)","candidate and subject share the given name James (+4; weak direct parent-child name recurrence, 223 public profiles)","candidate's name matches the first dated son James Glasgow, the expected father position for a male subject (+3; catalogue rarity 0, James in 223 profiles)","family naming controls: 0 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): Henry +10 (24 public profiles; niece/nephew Henry McKeown; +2 repetition bonus); Jane +3 (71 public profiles; sibling Jane Glasgow) (+13 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)"],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","collateral naming","indirect multi-factor convergence","same-sex generational naming","sex-aware ordered naming","time-specific locality","tradition validation","two-generation chronology"],"indirect_factor_count":8,"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":29,"age_gap_label":"29 years","role":"possible father","locations":["Ireland, United Kingdom","Montober, County Tyrone, Ireland, United Kingdom","Kildress civil parish"],"score":63,"classification":"moderate lead","reasons":["plausible 29-year parent-child age gap (+18)","candidate's birth is 56 years before the subject's earliest dated child (1860), 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)","candidate has another child, Robert Glasgow, born 3 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","known spouse Mary Anne (Henry) Glasgow had a bounded, possibly plausible maternal age (31) at the subject's birth (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: David +3 (39 public profiles); Jane +3 (71 public profiles) (+6 total)","candidate-line surnames recur as descendant middle names: Henry +6 (9 birth-surname profiles) (+6 total)","descendant branches converge on the same specific migration destination kildress civil parish (+11; 10 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 linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","candidate already has another child named James Glasgow (Glasgow-574) 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":10,"factors":["age","branch migration","indirect multi-factor convergence","lineage surname as middle name","local sibling birth","mapped proximity","rare sibling-name pattern","spouse chronology","spouse-specific child window","two-generation chronology"],"indirect_factor_count":9,"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":23,"age_gap_label":"23 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 23-year parent-child age gap (+18)","candidate's birth is 50 years before the subject's earliest dated child (1860), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown, 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 2 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","a candidate spouse matches the first dated son James Glasgow, the expected father position (+2; James in 223 profiles)","candidate's other children share uncommon given names with the subject's recorded siblings: Jane +3 (71 public profiles); Nancy +3 (49 public profiles) (+6 total)","uncommon given names recur in both otherwise distinct descendant branches: Henry +10 (24 public profiles; subject branch: Henry George Glasgow, Henry Glasgow; candidate branch: Henry Glasgow; +2 repetition bonus); George +3 (61 public profiles; subject branch: George Glasgow; candidate branch: George Whitfield Glasgow); Martha +3 (45 public profiles; subject branch: Martha Jane Glasgow; candidate branch: Martha Matilda (Glasgow) Macintosh) (+24 total including +8 multi-name bonus)","uncommon spouse surnames recur across the subject and candidate branches: Henry +4; Mitchell +4 (+8 total)","descendant branches converge on the same specific migration destination kildress civil parish (+11; 10 migrated public profiles; +2 repeated-branch bonus)","5 independent unlinked-profile clue types converge (+10): collateral network, household chronology, locality, naming, specific migration"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":3,"relationship_certainty":"Not currently linked as parent","factor_count":12,"factors":["age","branch migration","indirect multi-factor convergence","local sibling birth","rare branch-name recurrence","rare name bundle","rare sibling-name pattern","repeated marriage surnames","sex-aware ordered naming","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":11,"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":32,"age_gap_label":"32 years","role":"possible mother","locations":["County Tyrone, Ireland","Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland","County Tyrone — exact locality unproved"],"score":85,"classification":"strong multi-factor lead","reasons":["plausible 32-year parent-child age gap (+18)","candidate's birth is 59 years before the subject's earliest dated child (1860), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown, 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)","uncommon given names recur in both otherwise distinct descendant branches: May +14 (6 public profiles; subject branch: May Glasgow; candidate branch: May Glasgow) (+14 total)","uncommon spouse surnames recur across the subject and candidate branches: Black +4 (+4 total)","descendant branches converge on the same specific migration destination killycurragh townland oritor derryloran (+9; 23 migrated public profiles; +2 repeated-branch bonus)","5 independent unlinked-profile clue types converge (+10): collateral network, 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","repeated marriage surnames","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":31,"age_gap_label":"31 years","role":"possible mother","locations":["Derryloran, Cookstown Co Tyrone, Ireland","Montober, County Tyrone, Ireland","Cookstown"],"score":61,"classification":"moderate lead","reasons":["plausible 31-year parent-child age gap (+18)","candidate's birth is 58 years before the subject's earliest dated child (1860), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown, derryloran (+6)","subject's birth fits between children attributed to the same parental couple (1827–1844) (+6; other parent William Glasgow)","candidate has another child, Robert Glasgow, born 3 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","the same sex-aware parent-name position recurs independently in sibling households: Mary Glasgow → Mary Jane (Glasgow) Henry (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: David +3 (39 public profiles); Jane +3 (71 public profiles) (+6 total)","descendant branches converge on the same specific migration destination kildress civil parish (+11; 10 migrated public profiles; +2 repeated-branch bonus)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, specific migration"],"conflicts":["candidate already has another child named James Glasgow (Glasgow-574) 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":9,"factors":["age","branch migration","indirect multi-factor convergence","local sibling birth","rare sibling-name pattern","sibling-household replication","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":{"id":"Glasgow-585","name":"William Glasgow","html_url":"/people/glasgow-585.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":30,"age_gap_label":"30 years","role":"possible mother","locations":["Brackagh, Lissan, County Londonderry, Ireland","Belle Center, Logan, Ohio, United States","Lissan civil parish — Cookstown area"],"score":52,"classification":"moderate lead","reasons":["plausible 30-year parent-child age gap (+18)","candidate's birth is 57 years before the subject's earliest dated child (1860), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","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: Jane +3 (71 public profiles) (+3 total)","uncommon given names recur in both otherwise distinct descendant branches: Henry +10 (24 public profiles; subject branch: Henry George Glasgow, Henry Glasgow; candidate branch: Henry Cunningham Glasgow; +2 repetition bonus) (+10 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","indirect multi-factor convergence","rare branch-name recurrence","rare sibling-name pattern","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":6,"suggested_co_parent":{"id":"Glasgow-1675","name":"William Glasgow","html_url":"/people/glasgow-1675.html"}},{"id":"Little-25782","name":"Sarah (Little) Glasgow","catalogue_id":"little-25782","html_url":"/people/little-25782.html","birth_year":1814,"death_year":1888,"gender":"Female","age_gap":19,"age_gap_label":"19 years","role":"possible mother","locations":["County Tyrone, Ireland","Cookstown, County Tyrone, Ireland","County Tyrone — exact locality unproved"],"score":46,"classification":"moderate lead","reasons":["plausible 19-year parent-child age gap (+18)","candidate's birth is 46 years before the subject's earliest dated child (1860), a compatible grandparent-generation interval (+4)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Henry +10 (24 public profiles; niece/nephew Henry Little Glasgow; +2 repetition bonus); Jane +3 (71 public profiles; sibling Jane Glasgow) (+13 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","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."}}