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Glasgow)","the same sex-aware parent-name position recurs independently in sibling households: Margaret (Dougall) Glasgow → Mary Jane (Glasgow) Fordham (+3)","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: Rachel +10 (25 public profiles; subject branch: Rachel (Glasgow) Hagan, Rachel Hannah Glasgow; candidate branch: Rachel Maud (Glasgow) Maisey; +2 repetition bonus); Martha +3 (45 public profiles; subject branch: Martha Bell (Glasgow) Carson; candidate branch: Martha Emily Glasgow) (+17 total including +4 multi-name bonus)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["a different linked mother is explicitly uncertain (−6; an existing hypothesis still needs resolving)","candidate's household recorded John Glasgow in Kildress, County Tyrone, Ireland, United Kingdom within 5 years of the subject (−12; no contemporaneous child is indexed in the subject's locality)","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":3,"relationship_certainty":"Not currently linked as parent","factor_count":10,"factors":["age","contemporaneous household conflict","indirect multi-factor convergence","rare branch-name recurrence","rare name bundle","rare sibling-name pattern","sibling-household replication","spouse-specific child window","two-generation chronology","undated locality"],"indirect_factor_count":8,"suggested_co_parent":{"id":"Glasgow-585","name":"William Glasgow","html_url":"/people/glasgow-585.html"}},{"id":"Glasgow-691","name":"Jane Glasgow","catalogue_id":"glasgow-691","html_url":"/people/glasgow-691.html","birth_year":1827,"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":["County Tyrone, Ireland, United Kingdom","Beltonanean, Kildress, Cookstown, County Tyrone, Ireland, United Kingdom","County Tyrone — exact locality unproved"],"score":27,"classification":"weak 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 34 years before the subject's earliest dated child (1861), a marginal two-generation interval (+1)","weak broad-area overlap: cookstown, kildress, tyrone (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","the same sex-aware parent-name position recurs independently in sibling households: David Glasgow → Jane Glasgow (+3)","candidate's sibling and niece/nephew network repeats names in the subject's descendant line (three rarest at most): Rachel +10 (25 public profiles; niece/nephew Rachel Maud (Glasgow) Maisey; +2 repetition bonus); Martha +3 (45 public profiles; niece/nephew Martha Emily Glasgow) (+13 total)","candidate-line surnames recur as descendant middle names: Henry +6 (9 birth-surname profiles) (+6 total)","3 independent unlinked-profile clue types converge (+5): collateral network, household chronology, naming"],"conflicts":["a different linked mother is explicitly uncertain (−6; an existing hypothesis still needs resolving)","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","broad geography","collateral naming","indirect multi-factor convergence","lineage surname as middle name","sibling-household replication","two-generation chronology"],"indirect_factor_count":6,"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."}}
