{"schema_version":"1.0","id":"Glasgow-1587","alternate_ids":[],"catalogue_id":"glasgow-1587","name":"Alexander Glasgow","canonical_url":"https://glasgow.phenotype.dev/people/glasgow-1587.html","json_url":"https://glasgow.phenotype.dev/people/glasgow-1587.json","network_url":"https://glasgow.phenotype.dev/people/glasgow-1587.network.json","wikitree_url":"https://www.wikitree.com/wiki/Glasgow-1587","vitals":{"birth":{"date":"c. 1846","place":"Glasgow, Lanarkshire, Scotland, United Kingdom","status":"estimated"},"death":{"date":null,"place":null,"status":null}},"identity":{"gender":"Male","occupations":[],"locations":["Glasgow, Lanarkshire, Scotland, United Kingdom","Glasgow"],"aliases":[],"research_clusters":["Scotland One-Tree profile leads"]},"relationships":{"parents":[{"id":"Glasgow-2822","name":"Alexander Glasgow","relationship":"father","status":"unknown","status_label":"WikiTree tree relationship","basis":"tree","evidence_ids":[],"tree_relationship":true,"relationship_source":"wikitree_parent_field","tree_status":"unmarked","tree_status_label":"WikiTree: relationship status unmarked","url":"/people/glasgow-2822.html","json_url":"/people/glasgow-2822.json","network_url":"/people/glasgow-2822.network.json","wikitree_url":"https://www.wikitree.com/wiki/Glasgow-2822","claim_id":"C-431a8433b0f8"}],"spouses":[],"children":[],"siblings":[{"id":"Glasgow-1586","name":"Margaret Glasgow","relationship":"sibling","status":"unknown","status_label":"WikiTree relationship snapshot","basis":"tree","evidence_ids":[],"tree_relationship":true,"relationship_source":"wikitree_relation_snapshot","url":"/people/glasgow-1586.html","json_url":"/people/glasgow-1586.json","network_url":"/people/glasgow-1586.network.json","wikitree_url":"https://www.wikitree.com/wiki/Glasgow-1586","claim_id":"C-029d3adedbc4"},{"id":"Glasgow-1585","name":"Mary Glasgow","relationship":"sibling","status":"unknown","status_label":"WikiTree relationship snapshot","basis":"tree","evidence_ids":[],"tree_relationship":true,"relationship_source":"wikitree_relation_snapshot","url":"/people/glasgow-1585.html","json_url":"/people/glasgow-1585.json","network_url":"/people/glasgow-1585.network.json","wikitree_url":"https://www.wikitree.com/wiki/Glasgow-1585","claim_id":"C-dff77467a960"}]},"claims":[{"id":"C-fae65074303d","type":"recorded_occurrence","subject_ids":["Glasgow-1587"],"claim":"Alexander Glasgow was recorded in Glasgow (b. 1846).","status":"unknown","status_label":"One-Tree profile lead","evidence_ids":["E-fae65074303d"],"notes":"Profile-stated birthplace: Glasgow, Lanarkshire, Scotland, United Kingdom","provenance":"mapped_record"},{"id":"C-431a8433b0f8","type":"tree_relationship","subject_ids":["Glasgow-1587","Glasgow-2822"],"claim":"WikiTree currently connects Alexander Glasgow and Alexander Glasgow as father.","status":"unknown","status_label":"WikiTree tree relationship","evidence_ids":[],"notes":"Tree structure only; no documentary conclusion is implied.","provenance":"wikitree_parent_field"},{"id":"C-029d3adedbc4","type":"tree_relationship","subject_ids":["Glasgow-1587","Glasgow-1586"],"claim":"WikiTree currently connects Alexander Glasgow and Margaret Glasgow as sibling.","status":"unknown","status_label":"WikiTree relationship snapshot","evidence_ids":[],"notes":"Tree structure only; no documentary conclusion is implied.","provenance":"wikitree_relation_snapshot"},{"id":"C-dff77467a960","type":"tree_relationship","subject_ids":["Glasgow-1587","Glasgow-1585"],"claim":"WikiTree currently connects Alexander Glasgow and Mary Glasgow as sibling.","status":"unknown","status_label":"WikiTree relationship snapshot","evidence_ids":[],"notes":"Tree structure only; no documentary conclusion is implied.","provenance":"wikitree_relation_snapshot"}],"evidence":[{"id":"E-b41683cfe2d9","claim_ids":[],"record_type":"extracted citation","date":null,"place":null,"subjects":["Glasgow-1587"],"assertion":"Citation extracted from the WikiTree profile; its underlying record has not been interpreted here.","evidence_status":"unassessed","source_quality":"tree_only","independence_group":"SRC-6e23f8eba90b","source":{"title":"\"1851 Scotland Census,\" database, ( : accessed 25 January 2024), Alexander Glasgow (5) son, Scholar, in household of Alexander Glasgow (38) at 167 Main Street, Calton, Lanarkshire. Born in Glasgow, Lanark; citing Parish Calton, ED 22A, Page 14, Line 16, Roll CSSCT1851_147, Year 1851, Household schedule number 56, Roll CSSCT1851_147. :: Alexander Glasgow Head M 38 Flesher (emply 1 Man) Glasgow, Lanark :: Mary Glasgow","repository":null,"reference":null,"url":null},"provenance":"wikitree_profile_citation"},{"id":"E-1e47cc2049c8","claim_ids":[],"record_type":"extracted citation","date":null,"place":null,"subjects":["Glasgow-1587"],"assertion":"Citation extracted from the WikiTree profile; its underlying record has not been interpreted here.","evidence_status":"unassessed","source_quality":"derivative","independence_group":"SRC-80082037b096","source":{"title":"\"1861 Scotland Census,\" database, ( : accessed 25 January 2024), Alexander Glasgow (15) son, Apprentice Butcher, in household of Alexander Glasgow (48) at 99 Dalmarnock Road, Glasgow Calton, Lanarkshire in Bridgeton registration district. Born in Glasgow, Lanarkshire; citing Parish Glasgow Calton, ED 58, Page 2, Line 17, Roll CSSCT1861_100, Registration Number 644/3, Household schedule number 10, Roll CSSCT1861_100","repository":null,"reference":null,"url":null},"provenance":"wikitree_profile_citation"},{"id":"E-1a5df09996a1","claim_ids":[],"record_type":"extracted citation","date":null,"place":null,"subjects":["Glasgow-1587"],"assertion":"Citation extracted from the WikiTree profile; its underlying record has not been interpreted here.","evidence_status":"unassessed","source_quality":"original","independence_group":"SRC-98dfc3cbf550","source":{"title":"\"Scotland, Select Marriages, 1561-1910,\" database, ( : accessed 25 January 2024), Alexander Glasgow marriage to Lizzie Brownlie on 28 Jun 1870 in Central District, Glasgow, Lanark, Scotland; citing Original data Scotland, Marriages, 1561-1910. Salt Lake City, Utah FamilySearch, 2013.","repository":null,"reference":null,"url":null},"provenance":"wikitree_profile_citation"},{"id":"E-02f351471a51","claim_ids":[],"record_type":"extracted citation","date":null,"place":null,"subjects":["Glasgow-1587"],"assertion":"Citation extracted from the WikiTree profile; its underlying record has not been interpreted here.","evidence_status":"unassessed","source_quality":"derivative","independence_group":"SRC-190b6f19ca33","source":{"title":"\"1871 Scotland Census,\" database, ( : accessed 25 January 2024), Alexander Glasgow (25), Butcher, head of household at 11 Adelphi St, Glasgow Calton, Lanarkshire in Bridgeton registration district. Born in Glasgow, Lanarkshire; citing Parish Glasgow Calton, ED 129, Page 7, Line 23, Roll CSSCT1871_130, Registration Number 644/3, Household schedule number 35, Roll CSSCT1871_130. Image in possession of David Bicket :: A","repository":null,"reference":null,"url":null},"provenance":"wikitree_profile_citation"},{"id":"E-0d697ac36b98","claim_ids":[],"record_type":"extracted citation","date":null,"place":null,"subjects":["Glasgow-1587"],"assertion":"Citation extracted from the WikiTree profile; its underlying record has not been interpreted here.","evidence_status":"unassessed","source_quality":"derivative","independence_group":"SRC-e72da25020e6","source":{"title":"\"Statutory Register of Deaths,\" database, National Records of Scotland, (ScotlandsPeople (https://www.scotlandspeople.gov.uk/) : accessed 25 January 2024), Lizzie Brownlie death registered 1898 in Kelvin (age 52, mother's maiden name Letham); citing Ref 644/9/757.","repository":null,"reference":null,"url":"https://www.scotlandspeople.gov.uk/"},"provenance":"wikitree_profile_citation"},{"id":"E-fae65074303d","claim_ids":["C-fae65074303d"],"record_type":"Profile-stated birthplace: Glasgow, Lanarkshire, Scotland, United Kingdom","date":"b. 1846","place":"Glasgow","subjects":["Glasgow-1587"],"assertion":"One-Tree export profile fields are search leads, not sources; relationships are shown only where the export supplies parent links.","evidence_status":"unassessed","source_quality":"tree_only","independence_group":"SRC-07ff4a4e79bc","source":{"title":"WikiTree profile export for Glasgow-1587","repository":null,"reference":"dba98db5c16c7197","url":"https://www.wikitree.com/wiki/Glasgow-1587"},"provenance":"profile-export"}],"open_questions":[],"research_leads":[],"source_summary":[{"title":"\"1851 Scotland Census,\" database, ( : accessed 25 January 2024), Alexander Glasgow (5) son, Scholar, in household of Alexander Glasgow (38) at 167 Main Street, Calton, Lanarkshire. Born in Glasgow, Lanark; citing Parish Calton, ED 22A, Page 14, Line 16, Roll CSSCT1851_147, Year 1851, Household schedule number 56, Roll CSSCT1851_147. :: Alexander Glasgow Head M 38 Flesher (emply 1 Man) Glasgow, Lanark :: Mary Glasgow","url":null,"source_quality":"tree_only","independence_group":"SRC-6e23f8eba90b","provenance":"wikitree_profile_citation"},{"title":"\"1861 Scotland Census,\" database, ( : accessed 25 January 2024), Alexander Glasgow (15) son, Apprentice Butcher, in household of Alexander Glasgow (48) at 99 Dalmarnock Road, Glasgow Calton, Lanarkshire in Bridgeton registration district. Born in Glasgow, Lanarkshire; citing Parish Glasgow Calton, ED 58, Page 2, Line 17, Roll CSSCT1861_100, Registration Number 644/3, Household schedule number 10, Roll CSSCT1861_100","url":null,"source_quality":"derivative","independence_group":"SRC-80082037b096","provenance":"wikitree_profile_citation"},{"title":"\"Scotland, Select Marriages, 1561-1910,\" database, ( : accessed 25 January 2024), Alexander Glasgow marriage to Lizzie Brownlie on 28 Jun 1870 in Central District, Glasgow, Lanark, Scotland; citing Original data Scotland, Marriages, 1561-1910. Salt Lake City, Utah FamilySearch, 2013.","url":null,"source_quality":"original","independence_group":"SRC-98dfc3cbf550","provenance":"wikitree_profile_citation"},{"title":"\"1871 Scotland Census,\" database, ( : accessed 25 January 2024), Alexander Glasgow (25), Butcher, head of household at 11 Adelphi St, Glasgow Calton, Lanarkshire in Bridgeton registration district. Born in Glasgow, Lanarkshire; citing Parish Glasgow Calton, ED 129, Page 7, Line 23, Roll CSSCT1871_130, Registration Number 644/3, Household schedule number 35, Roll CSSCT1871_130. Image in possession of David Bicket :: A","url":null,"source_quality":"derivative","independence_group":"SRC-190b6f19ca33","provenance":"wikitree_profile_citation"},{"title":"\"Statutory Register of Deaths,\" database, National Records of Scotland, (ScotlandsPeople (https://www.scotlandspeople.gov.uk/) : accessed 25 January 2024), Lizzie Brownlie death registered 1898 in Kelvin (age 52, mother's maiden name Letham); citing Ref 644/9/757.","url":"https://www.scotlandspeople.gov.uk/","source_quality":"derivative","independence_group":"SRC-e72da25020e6","provenance":"wikitree_profile_citation"},{"title":"WikiTree profile export for Glasgow-1587","url":"https://www.wikitree.com/wiki/Glasgow-1587","source_quality":"tree_only","independence_group":"SRC-07ff4a4e79bc","provenance":"profile-export"}],"warnings":["1 parent reference point outside the current export."],"provenance":{"tree":"WikiTree One-Tree export","mapped_records":"Glasgow Surname Project map dataset","profile_capture":"Public WikiTree profile evidence capture","relationship_assessments":"Controlled local relationship hypothesis register"},"research_findings":[],"similar_people":[{"id":"Glasgow-2702","name":"Alexander Glasgow","catalogue_id":"glasgow-2702","html_url":"/people/glasgow-2702.html","birth_year":1837,"death_year":1894,"birth_place":"Glasgow, Lanarkshire, Scotland, United Kingdom","death_place":"Dundee, Forfarshire, Scotland, United Kingdom","score":43,"classification":"similar person","match_reasons":["same first and last name (+18)","birth years within 9 (+10)","shared recorded place (+20)"],"conflicts":["unassessed father attachments differ (−5)"],"matching_children":[],"child_name_overlap":[],"parent_comparison":"No shared parent is indexed"},{"id":"Glasgow-2701","name":"Alexander Glasgow","catalogue_id":"glasgow-2701","html_url":"/people/glasgow-2701.html","birth_year":1782,"death_year":null,"birth_place":"Glasgow, Lanarkshire, Scotland","death_place":null,"score":38,"classification":"similar person","match_reasons":["same first and last name (+18)","shared recorded place (+20)"],"conflicts":["record-derived birth estimates differ by 64; retained without deduction"],"matching_children":[],"child_name_overlap":[],"parent_comparison":"No shared parent is indexed"}],"potential_parentage":{"children_recorded":[],"earliest_dated_son":null,"earliest_dated_daughter":null,"second_dated_son":null,"second_dated_daughter":null,"third_dated_son":null,"third_dated_daughter":null,"naming_controls":{"matches":0,"mismatches":0,"factor":1.0,"details":[]},"candidates":[{"id":"Glasgow-951","name":"Alexander Glasgow","catalogue_id":"glasgow-951","html_url":"/people/glasgow-951.html","birth_year":1811,"death_year":1861,"gender":"Male","age_gap":35,"age_gap_label":"35 years","role":"possible father","locations":["County Antrim, Ireland, United Kingdom","Glasgow, Lanarkshire, Scotland, United Kingdom","Cape Supreme Court, Cape Town","Gortereghy townland","Lisnagaver townland"],"score":24,"classification":"competing linked parent","reasons":["plausible 35-year parent-child age gap (+18)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","subject's birth fits between children attributed to the same parental couple (1834–1847) (+6; other parent Mary (McCaughan) Glasgow)","known spouse Mary (McCaughan) Glasgow had a plausible maternal age (29) at the subject's birth (+7)","candidate and subject share the given name Alexander (+5; weak direct parent-child name recurrence, 59 public profiles)","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 Anna Glasgow in Lisnagarvey, Lisburn and Castlereagh, Ireland, United Kingdom within 1 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":7,"factors":["age","contemporaneous household conflict","indirect multi-factor convergence","same-sex generational naming","spouse chronology","spouse-specific child window","undated locality"],"indirect_factor_count":7,"suggested_co_parent":{"id":"McCaughan-222","name":"Mary (McCaughan) Glasgow","html_url":"/people/mccaughan-222.html"}},{"id":"Glasgow-2879","name":"Alexander Glasgow","catalogue_id":"glasgow-2879","html_url":"/people/glasgow-2879.html","birth_year":1824,"death_year":1851,"gender":"Male","age_gap":22,"age_gap_label":"22 years","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland, United Kingdom","Glasgow"],"score":18,"classification":"competing linked parent","reasons":["plausible 22-year parent-child age gap (+18)","candidate is associated with the subject's stated birthplace, but not by a reliable near-contemporary record (+10)","same research cluster (+0; 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possible sibling-household clue)"],"conflicts":["a different father 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":4,"factors":["age","household chronology","local sibling birth","undated locality"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Glasgow-3506","name":"Alexander Glasgow","catalogue_id":"glasgow-3506","html_url":"/people/glasgow-3506.html","birth_year":1805,"death_year":null,"gender":"Male","age_gap":41,"age_gap_label":"41 years","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland, United Kingdom","Glasgow"],"score":18,"classification":"competing linked parent","reasons":["plausible 41-year parent-child age gap (+18)","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 and subject share the given name Alexander (+5; weak direct parent-child name recurrence, 59 public profiles)"],"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":3,"factors":["age","same-sex generational naming","undated locality"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-3029","name":"Samuel Glasgow","catalogue_id":"glasgow-3029","html_url":"/people/glasgow-3029.html","birth_year":1822,"death_year":1890,"gender":"Male","age_gap":24,"age_gap_label":"24 years","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland, United Kingdom","Ogden, Weber, Utah, United States","Glasgow"],"score":13,"classification":"competing linked parent","reasons":["plausible 24-year parent-child age gap (+18)","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)"],"conflicts":["a different father 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":2,"factors":["age","undated locality"],"indirect_factor_count":2,"suggested_co_parent":null},{"id":"Smith-231676","name":"Janet (Smith) Glasgow","catalogue_id":"smith-231676","html_url":"/people/smith-231676.html","birth_year":1822,"death_year":1904,"gender":"Female","age_gap":24,"age_gap_label":"24 years","role":"possible mother","locations":["Galston, Ayrshire","Ayrshire — exact locality unproved"],"score":51,"classification":"moderate lead","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","plausible 24-year parent-child age gap (+18)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 1 years of the subject (+3)","candidate has another child, Mary Glasgow, born 1 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","candidate is already linked as parent of 1 exact subject sibling profile (+16): Mary Glasgow","the candidate and the subject's linked father Alexander Glasgow are jointly recorded as parents of 1 exact sibling profile (+10; strong couple-structure clue)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":6,"factors":["age","exact sibling profiles","household chronology","local sibling birth","parental couple structure","sibling parental couple"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Unknown-716750","name":"Marion (Unknown) Glasgow","catalogue_id":"unknown-716750","html_url":"/people/unknown-716750.html","birth_year":1809,"death_year":null,"gender":"Female","age_gap":37,"age_gap_label":"37 years","role":"possible mother","locations":["Glasgow, Lanarkshire, Scotland, United Kingdom","Glasgow"],"score":35,"classification":"weak lead","reasons":["plausible 37-year parent-child age gap (+18)","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, Marion Glasgow, born 4 years from the subject in the same specific birth locality (+6; possible sibling-household clue)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","household chronology","local sibling birth","undated locality"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Bicket-53","name":"Elizabeth (Bicket) Glasgow","catalogue_id":"bicket-53","html_url":"/people/bicket-53.html","birth_year":1818,"death_year":1866,"gender":"Female","age_gap":28,"age_gap_label":"28 years","role":"possible mother","locations":["Neilston, Renfrewshire, Scotland","High Church, Glasgow, Scotland, United Kingdom"],"score":32,"classification":"weak lead","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","plausible 28-year parent-child age gap (+18)","candidate has only broad or undated birth-locality overlap: glasgow (+6)","same research cluster (+0; grouping is not kinship evidence)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","parental couple structure","undated locality"],"indirect_factor_count":2,"suggested_co_parent":null},{"id":"Campbell-61095","name":"Elizabeth (Campbell) Glasgow","catalogue_id":"campbell-61095","html_url":"/people/campbell-61095.html","birth_year":1797,"death_year":1852,"gender":"Female","age_gap":49,"age_gap_label":"49 years","role":"possible mother","locations":["Patrick, Lanarkshire, Scotland","Glasgow, Lanarkshire, Scotland, United Kingdom","Lanarkshire — exact locality unproved"],"score":16,"classification":"weak lead","reasons":["less typical 49-year parent-child age gap (+2)","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 10 years from the subject in the same specific birth locality (+4; possible sibling-household clue)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","local sibling birth","undated locality"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Douglass-1765","name":"Elizabeth R (Douglass) Glasgow","catalogue_id":"douglass-1765","html_url":"/people/douglass-1765.html","birth_year":1824,"death_year":1891,"gender":"Female","age_gap":22,"age_gap_label":"22 years","role":"possible mother","locations":["Pennsylvania, United States"],"score":0,"classification":"weak lead","reasons":["plausible 22-year parent-child age gap (+18)","a known child was born within 1 years of the subject (+3)","candidate has another child, William E Glasgow, born 6 years from the subject in the same specific birth locality (+4; possible sibling-household clue)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","household chronology","local sibling birth"],"indirect_factor_count":3,"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."}}