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grouping is not kinship evidence)","a known child was born within 2 years of the subject (+3)","candidate has another child, William James Glasgow, born 2 years from the subject in the same specific birth locality (+6; possible sibling-household clue)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)"],"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-1648","name":"Mary Glasgow","catalogue_id":"glasgow-1648","html_url":"/people/glasgow-1648.html","birth_year":1842,"death_year":1917,"gender":"Female","age_gap":13,"age_gap_label":"nominally 13 years; approximate dates permit about 15–33 years","role":"possible mother","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Ballynagilly, Lissan, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":6,"classification":"competing linked parent","reasons":["the nominal 13-year gap is too small, but the approximate birth date permits a narrow biologically viable interval (15–33 years) (+4)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","a known child was born within 4 years of the subject (+1)","candidate has another child, James George Glasgow, born 4 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: James Glasgow → Mary Glasgow (+3)","candidate's other children share uncommon given names with the subject's recorded siblings: Martha +3 (44 public profiles) (+3 total)","the candidate's own child family has 2 known-position naming matches (+3; branch-level validation)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)","parentage requires the approximate birth estimate to be early enough (no deduction)"],"currently_linked_parent":false,"naming_signal_count":2,"relationship_certainty":"Not currently linked as parent","factor_count":8,"factors":["age","candidate-family tradition","household chronology","indirect multi-factor convergence","local sibling birth","rare sibling-name pattern","sibling-household replication","undated locality"],"indirect_factor_count":6,"suggested_co_parent":null},{"id":"Glasgow-1835","name":"Mary Jane (Glasgow) Parke","catalogue_id":"glasgow-1835","html_url":"/people/glasgow-1835.html","birth_year":1836,"death_year":1898,"gender":"Female","age_gap":19,"age_gap_label":"19 years","role":"possible mother","locations":["Killycurragh, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Craigs, Oritor, Derryloran, Cookstown, County Tyrone, Ireland, United Kingdom","Killycurragh townland — Oritor/Derryloran"],"score":6,"classification":"competing linked parent","reasons":["plausible 19-year parent-child age gap (+18)","candidate has only broad or undated birth-locality overlap: cookstown (+6)","the same sex-aware parent-name position recurs independently in sibling households: James Glasgow → Mary Glasgow with spouse-position match (+7)"],"conflicts":["a different mother is marked confident (−25; WikiTree: confident parent)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","sibling-household replication","undated locality"],"indirect_factor_count":2,"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."}}
