{"schema_version":"1.0","id":"Glasgow-3193","alternate_ids":[],"catalogue_id":"glasgow-3193","name":"John Glasgow","canonical_url":"https://glasgow.phenotype.dev/people/glasgow-3193.html","json_url":"https://glasgow.phenotype.dev/people/glasgow-3193.json","network_url":"https://glasgow.phenotype.dev/people/glasgow-3193.network.json","wikitree_url":"https://www.wikitree.com/wiki/Glasgow-3193","vitals":{"birth":{"date":"before 1540","place":"Glasgow, Lanarkshire, Scotland","status":"uncertain"},"death":{"date":"after 1559","place":"Kilwinning, Ayrshire, Scotland","status":"uncertain"}},"identity":{"gender":"Male","occupations":[],"locations":["Glasgow, Lanarkshire, Scotland","Kilwinning, Ayrshire, Scotland","Glasgow"],"aliases":[],"research_clusters":["Scotland One-Tree profile leads"]},"relationships":{"parents":[{"id":"Glasgow-1168","name":"James Glasgow","relationship":"father","status":"unknown","status_label":"WikiTree tree relationship","basis":"tree","evidence_ids":[],"tree_relationship":true,"relationship_source":"wikitree_parent_field","tree_status":"uncertain","tree_status_label":"WikiTree: uncertain parent","url":"/people/glasgow-1168.html","json_url":"/people/glasgow-1168.json","network_url":"/people/glasgow-1168.network.json","wikitree_url":"https://www.wikitree.com/wiki/Glasgow-1168","claim_id":"C-c9d9340b302d"}],"spouses":[{"id":"WIlson-130143","name":"Agnes WIlson","relationship":"spouse","status":"unknown","status_label":"WikiTree tree relationship","basis":"tree","evidence_ids":[],"tree_relationship":true,"relationship_source":"wikitree_spouse_field","tree_status":"unmarked","tree_status_label":"WikiTree: relationship status unmarked","url":null,"json_url":null,"network_url":null,"wikitree_url":"https://www.wikitree.com/wiki/WIlson-130143","claim_id":"C-680859ccb29e"}],"children":[],"siblings":[{"id":"Glasgow-3178","name":"Agnes Logan","relationship":"sibling","status":"unknown","status_label":"WikiTree relationship snapshot","basis":"tree","evidence_ids":[],"tree_relationship":true,"relationship_source":"wikitree_relation_snapshot","url":"/people/glasgow-3178.html","json_url":"/people/glasgow-3178.json","network_url":"/people/glasgow-3178.network.json","wikitree_url":"https://www.wikitree.com/wiki/Glasgow-3178","claim_id":"C-64fc0d333c92"},{"id":"Glasgow-3921","name":"James 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-3921.html","json_url":"/people/glasgow-3921.json","network_url":"/people/glasgow-3921.network.json","wikitree_url":"https://www.wikitree.com/wiki/Glasgow-3921","claim_id":"C-01d2a9c34a9b"}]},"claims":[{"id":"C-31c8bf27c1fc","type":"recorded_occurrence","subject_ids":["Glasgow-3193"],"claim":"John Glasgow was recorded in Glasgow (b. 1540).","status":"unknown","status_label":"One-Tree profile lead","evidence_ids":["E-31c8bf27c1fc"],"notes":"Profile-stated birthplace: Glasgow, Lanarkshire, Scotland","provenance":"mapped_record"},{"id":"C-b7bd04452d83","type":"relationship","subject_ids":["Glasgow-1603","Glasgow-3193"],"claim":"Hugh Glasgow was uncertain son or grandson of John Glasgow","status":"possible","status_label":"Working branch placement; low","evidence_ids":["E-24d1a054add5"],"notes":"Replaces an unsupported Midlothian attachment with the geographically coherent Corsankell branch, but Hugh is presently only a tree-derived placeholder and the spacing may require an omitted generation.","provenance":"surname-research/indexes/relationship-hypotheses.md"},{"id":"C-c9d9340b302d","type":"tree_relationship","subject_ids":["Glasgow-3193","Glasgow-1168"],"claim":"WikiTree currently connects John Glasgow and James 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-680859ccb29e","type":"tree_relationship","subject_ids":["Glasgow-3193","WIlson-130143"],"claim":"WikiTree currently connects John Glasgow and Agnes WIlson as spouse.","status":"unknown","status_label":"WikiTree tree relationship","evidence_ids":[],"notes":"Tree structure only; no documentary conclusion is implied.","provenance":"wikitree_spouse_field"},{"id":"C-64fc0d333c92","type":"tree_relationship","subject_ids":["Glasgow-3193","Glasgow-3178"],"claim":"WikiTree currently connects John Glasgow and Agnes Logan 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-01d2a9c34a9b","type":"tree_relationship","subject_ids":["Glasgow-3193","Glasgow-3921"],"claim":"WikiTree currently connects John Glasgow and James 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-75cce2648954","claim_ids":[],"record_type":"extracted citation","date":null,"place":null,"subjects":["Glasgow-3193"],"assertion":"Citation extracted from the WikiTree profile; its underlying record has not been interpreted here.","evidence_status":"unassessed","source_quality":"unknown","independence_group":"SRC-92a30f0f59d0","source":{"title":"331","repository":null,"reference":null,"url":"https://aanhs.org/wp-content/uploads/2018/05/people-of-ayrshire.pdf#page=36"},"provenance":"wikitree_profile_citation"},{"id":"E-3c40430c3721","claim_ids":[],"record_type":"extracted citation","date":null,"place":null,"subjects":["Glasgow-3193"],"assertion":"Citation extracted from the WikiTree profile; its underlying record has not been interpreted here.","evidence_status":"unassessed","source_quality":"unknown","independence_group":"SRC-2f23dde0976b","source":{"title":"National Records of Scotland, Charter Chest of the Earls of Glencairn, GD39/5/59 (https://catalogue.nrscotland.gov.uk/nrsonlinecatalogue/details.aspx?reference=GD39%2F5%2F59), letters of reversion concerning the 40-shilling land of Corsankell, 9 February 1571.","repository":null,"reference":null,"url":"https://catalogue.nrscotland.gov.uk/nrsonlinecatalogue/details.aspx?reference=GD39%2F5%2F59"},"provenance":"wikitree_profile_citation"},{"id":"E-186ecfd624f0","claim_ids":[],"record_type":"extracted citation","date":null,"place":null,"subjects":["Glasgow-3193"],"assertion":"Citation extracted from the WikiTree profile; its underlying record has not been interpreted here.","evidence_status":"unassessed","source_quality":"unknown","independence_group":"SRC-f2d91858d318","source":{"title":"Protocol Books of the Town Clerks of Glasgow, entry dated 8 January 1570, naming “Johne Glasgw yonger,” son of “Johne Glasgw”; volume and folio remain to be confirmed.","repository":null,"reference":null,"url":null},"provenance":"wikitree_profile_citation"},{"id":"E-31c8bf27c1fc","claim_ids":["C-31c8bf27c1fc"],"record_type":"Profile-stated birthplace: Glasgow, Lanarkshire, Scotland","date":"b. 1540","place":"Glasgow","subjects":["Glasgow-3193"],"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-9b5abec71c61","source":{"title":"WikiTree profile export for Glasgow-3193","repository":null,"reference":"90e7d73ffc597e6c","url":"https://www.wikitree.com/wiki/Glasgow-3193"},"provenance":"profile-export"},{"id":"E-24d1a054add5","claim_ids":["C-b7bd04452d83"],"record_type":"research assessment","date":null,"place":null,"subjects":["Glasgow-1603","Glasgow-3193"],"assertion":"Replaces an unsupported Midlothian attachment with the geographically coherent Corsankell branch, but Hugh is presently only a tree-derived placeholder and the spacing may require an omitted generation.","evidence_status":"circumstantial","source_quality":"unknown","independence_group":"SRC-bd093060f145","source":{"title":"Controlled relationship assessment","repository":null,"reference":"surname-research/indexes/relationship-hypotheses.md","url":null},"provenance":"surname-research/indexes/relationship-hypotheses.md"}],"open_questions":[{"id":"Q-5437a4944c2b","question":"Which records prove the subject's identity across events?","status":"unresolved","current_conclusion":null,"claim_ids":["C-b7bd04452d83"],"evidence_for":["E-24d1a054add5"],"evidence_against":[],"missing_bridge":null,"lead_ids":[],"provenance":"research/Glasgow-3193/research_plan.json"},{"id":"Q-3ee734fdd361","question":"Which original or indexed records identify the parents?","status":"unresolved","current_conclusion":null,"claim_ids":[],"evidence_for":[],"evidence_against":[],"missing_bridge":"A contemporary record explicitly identifying the parent or parents.","lead_ids":[],"provenance":"research/Glasgow-3193/research_plan.json"},{"id":"Q-058598da8a25","question":"Which spouses and children are directly supported by records?","status":"unresolved","current_conclusion":null,"claim_ids":["C-b7bd04452d83"],"evidence_for":["E-24d1a054add5"],"evidence_against":[],"missing_bridge":null,"lead_ids":[],"provenance":"research/Glasgow-3193/research_plan.json"},{"id":"Q-3691f5a98498","question":"What conflicts or same-name conflations must be resolved?","status":"unresolved","current_conclusion":null,"claim_ids":["C-b7bd04452d83"],"evidence_for":["E-24d1a054add5"],"evidence_against":[],"missing_bridge":null,"lead_ids":[],"provenance":"research/Glasgow-3193/research_plan.json"}],"research_leads":[],"source_summary":[{"title":"331","url":"https://aanhs.org/wp-content/uploads/2018/05/people-of-ayrshire.pdf#page=36","source_quality":"unknown","independence_group":"SRC-92a30f0f59d0","provenance":"wikitree_profile_citation"},{"title":"National Records of Scotland, Charter Chest of the Earls of Glencairn, GD39/5/59 (https://catalogue.nrscotland.gov.uk/nrsonlinecatalogue/details.aspx?reference=GD39%2F5%2F59), letters of reversion concerning the 40-shilling land of Corsankell, 9 February 1571.","url":"https://catalogue.nrscotland.gov.uk/nrsonlinecatalogue/details.aspx?reference=GD39%2F5%2F59","source_quality":"unknown","independence_group":"SRC-2f23dde0976b","provenance":"wikitree_profile_citation"},{"title":"Protocol Books of the Town Clerks of Glasgow, entry dated 8 January 1570, naming “Johne Glasgw yonger,” son of “Johne Glasgw”; volume and folio remain to be confirmed.","url":null,"source_quality":"unknown","independence_group":"SRC-f2d91858d318","provenance":"wikitree_profile_citation"},{"title":"WikiTree profile export for Glasgow-3193","url":"https://www.wikitree.com/wiki/Glasgow-3193","source_quality":"tree_only","independence_group":"SRC-9b5abec71c61","provenance":"profile-export"},{"title":"Controlled relationship assessment","url":null,"source_quality":"unknown","independence_group":"SRC-bd093060f145","provenance":"surname-research/indexes/relationship-hypotheses.md"}],"warnings":[],"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":"Durable research/<profile-or-catalogue-ID>/findings.md case file"},"research_findings":[{"profile_id":"Glasgow-3193","updated":null,"source_path":"research/Glasgow-3193/findings.md","sections":[{"title":"Current conclusion","category":"conclusion","markdown":"Father assessment: [Robert Glasgow (Glasgow-1096), born about 1520,\nGlasgow](https://www.wikitree.com/wiki/Glasgow-1096) is **unsupported**. No\nrecord or property sequence connects Robert the Glasgow fisher to this\nKilwinning man. The geographically closer John, directly called son of James\nGlasgow elder at Corsankell in 1571, is the stronger competing hypothesis.\n\nPreferred working placement: [James Glasgow elder (Glasgow-1168), Corsankell,\nAyrshire](https://www.wikitree.com/wiki/Glasgow-1168) is a **plausible father\ncandidate**. Corsankell in Stevenston parish is substantially closer to\nKilwinning than Robert's Glasgow-burgh household, and the 1571 record expressly\ngives James a son John. The remaining issue is proving that this son was the\nsame John recorded with Agnes Wilson at Burrowland and Dalgarven in 1559-60."},{"title":"Source findings","category":"sources","markdown":"| Source | Finding | Assessment |\n| --- | --- | --- |\n| 1570 Glasgow protocol and cluster analysis in the [captured WikiTree profile](https://www.wikitree.com/wiki/Glasgow-3193) | Ayrshire locality, chronology and network evidence favour Robert, but the cited \"younger John\" record likely concerns another burgh line and does not prove this edge. | Indirect cluster evidence. |\n| National Records of Scotland, [GD39/5/59, 9 February 1571](https://catalogue.nrscotland.gov.uk/nrsonlinecatalogue/details.aspx?reference=GD39%2F5%2F59) | A John Glasgow is explicitly a son of James Glasgow elder in the Corsankell occupancy. | Direct relationship for the named Corsankell John, but identity with this Kilwinning profile is unresolved. |"}]}],"similar_people":[{"id":"Glasgow-3181","name":"John Glasgow","catalogue_id":"glasgow-3181","html_url":"/people/glasgow-3181.html","birth_year":1540,"death_year":1576,"birth_place":"Scotland","death_place":"Hirmanscheillis, Midlothian, Scotland","score":48,"classification":"similar person","match_reasons":["same first and last name (+18)","same birth year (+30)"],"conflicts":["uncertain father attachments differ (no deduction)"],"matching_children":[],"child_name_overlap":[],"parent_comparison":"No shared parent is indexed"},{"id":"Glasgow-1095","name":"John Glasgow","catalogue_id":"glasgow-1095","html_url":"/people/glasgow-1095.html","birth_year":1475,"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 65; 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-1093","name":"John Glasgow","catalogue_id":"glasgow-1093","html_url":"/people/glasgow-1093.html","birth_year":1516,"death_year":1575,"gender":"Male","age_gap":24,"age_gap_label":"nominally 24 years; true gap uncertain","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland","Stockwell Street, Merchant City, Glasgow, Lanarkshire, Scotland","Glasgow"],"score":29,"classification":"resolve child duplicate first","reasons":["bounded birth date gives a parent-child age gap of nominally 24 years; true gap uncertain (+10; true age remains uncertain)","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 already has child profile John Glasgow (Glasgow-3181), which the similar-person scorer matches to the subject at 48/100 (+0; resolve that possible duplicate before treating the subject as an additional child)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","candidate has another child, William Glasgow, born 0 years from the subject in the same specific birth locality (+6; possible sibling-household clue)","known spouse Jonet (Spreull) Glasgow had a bounded, possibly plausible maternal age (24) at the subject's birth (+3)","candidate and subject share the given name John (+4; weak direct parent-child name recurrence, 281 public profiles)","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)","candidate is currently placed as a sibling of another linked father (−5; this makes the candidate an uncle/aunt under that tree hypothesis)","candidate parentage depends on resolving a matching existing child profile first"],"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","matching child profile","same-sex generational naming","spouse chronology","undated locality"],"indirect_factor_count":7,"suggested_co_parent":null},{"id":"Glasgow-1096","name":"Robert Glasgow","catalogue_id":"glasgow-1096","html_url":"/people/glasgow-1096.html","birth_year":1520,"death_year":1575,"gender":"Male","age_gap":20,"age_gap_label":"at most 20 years","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland","High Street, Merchant City, Glasgow, Lanarkshire, Scotland","Glasgow"],"score":9,"classification":"conflicting tree generation","reasons":["bounded birth date gives a parent-child age gap of at most 20 years (+10; true age remains uncertain)","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, Ninian Glasgow, born 10 years from the subject in the same specific birth locality (+4; possible sibling-household clue)"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","candidate is currently placed as a sibling of another linked father (−5; this makes the candidate an uncle/aunt under that tree hypothesis)","candidate already has another child named John Glasgow (Glasgow-1030) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"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":"Glasgow-1098","name":"William Glasgow","catalogue_id":"glasgow-1098","html_url":"/people/glasgow-1098.html","birth_year":1500,"death_year":1564,"gender":"Male","age_gap":40,"age_gap_label":"at most 40 years","role":"possible father","locations":["Glasgow, Lanarkshire, Scotland","High Street, Merchant City, Glasgow, Lanarkshire, Scotland","Glasgow"],"score":0,"classification":"conflicting tree generation","reasons":["bounded birth date gives a parent-child age gap of at most 40 years (+10; true age remains uncertain)","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, Archibald Glasgow, born 10 years from the subject in the same specific birth locality (+4; possible sibling-household clue)","known spouse Isobel (Brade) Glasgow had a bounded, possibly plausible maternal age (40) at the subject's birth (+3)"],"conflicts":["a different linked father is explicitly uncertain (−6; an existing hypothesis still needs resolving)","candidate is currently placed one generation above a linked parent (−15; grandparent rather than parent)","candidate's child Robert Glasgow (Glasgow-1096) is also a plausible father in the subject's birth locality (−6; current tree places this candidate one generation farther back)","candidate already has another child named John Glasgow (Glasgow-1093) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","local sibling birth","spouse chronology","undated locality"],"indirect_factor_count":4,"suggested_co_parent":null},{"id":"Spreull-4","name":"Jonet (Spreull) Glasgow","catalogue_id":"spreull-4","html_url":"/people/spreull-4.html","birth_year":1516,"death_year":1575,"gender":"Female","age_gap":24,"age_gap_label":"nominally 24 years; true gap uncertain","role":"possible mother","locations":["Glasgow"],"score":28,"classification":"weak lead","reasons":["bounded birth date gives a parent-child age gap of nominally 24 years; true gap uncertain (+10; true age remains uncertain)","same specific indexed locality despite wider place-label differences: glasgow (+10)","same research cluster (+0; grouping is not kinship evidence)","another recorded child shares the subject's birth year (+2; possible twins or date uncertainty)","candidate has another child, William Glasgow, born 0 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":"Newlands-647","name":"Isobell (Newlands) Glasgow","catalogue_id":"newlands-647","html_url":"/people/newlands-647.html","birth_year":1530,"death_year":null,"gender":"Female","age_gap":10,"age_gap_label":"nominally 10 years; approximate dates permit about 15–20 years","role":"possible mother","locations":["Glasgow"],"score":14,"classification":"chronology-only fallback","reasons":["the nominal 10-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–20 years) (+4)","same specific indexed locality despite wider place-label differences: glasgow (+10)","same research cluster (+0; grouping is not kinship evidence)"],"conflicts":["parentage requires the approximate birth estimate to be early enough (no deduction)"],"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":"Glasgow-3916","name":"Isobella (Glasgow) Herbison","catalogue_id":"glasgow-3916","html_url":"/people/glasgow-3916.html","birth_year":1530,"death_year":1563,"gender":"Female","age_gap":10,"age_gap_label":"nominally 10 years; approximate dates permit about 15–20 years","role":"possible mother","locations":["Glasgow, Lanarkshire, Scotland","Glasgow"],"score":14,"classification":"chronology-only fallback","reasons":["the nominal 10-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–20 years) (+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)"],"conflicts":["parentage requires the approximate birth estimate to be early enough (no deduction)"],"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":"Brade-232","name":"Isobel (Brade) Glasgow","catalogue_id":"brade-232","html_url":"/people/brade-232.html","birth_year":1500,"death_year":null,"gender":"Female","age_gap":40,"age_gap_label":"at most 40 years","role":"possible mother","locations":["Glasgow, Lanarkshire, Scotland","Glasgow"],"score":5,"classification":"conflicting tree generation","reasons":["bounded birth date gives a parent-child age gap of at most 40 years (+10; true age remains uncertain)","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, Archibald Glasgow, born 10 years from the subject in the same specific birth locality (+4; possible sibling-household clue)"],"conflicts":["candidate is currently placed one generation above a linked parent (−15; grandparent rather than parent)","candidate already has another child named John Glasgow (Glasgow-1093) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"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}],"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."}}