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(+18)"],"conflicts":[],"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":"Robertson-21963","name":"Phebe Ann (Robertson) Glasgow","catalogue_id":"robertson-21963","html_url":"/people/robertson-21963.html","birth_year":1829,"death_year":1870,"gender":"Female","age_gap":25,"age_gap_label":"25 years","role":"possible mother","locations":["Coila, Cambridge, Washington, New York, United States","Washington, Iowa, United States"],"score":74,"classification":"strong multi-factor lead","reasons":["candidate is the spouse of the linked opposite-sex parent (+8; tree couple clue)","plausible 25-year parent-child age gap (+18)","weak broad-area overlap: 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couple-structure clue)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":0,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","broad geography","exact sibling profiles","parental couple structure","sibling parental couple"],"indirect_factor_count":2,"suggested_co_parent":null},{"id":"Blackwood-456","name":"Elizabeth J (Blackwood) Glasgow","catalogue_id":"blackwood-456","html_url":"/people/blackwood-456.html","birth_year":1823,"death_year":1889,"gender":"Female","age_gap":31,"age_gap_label":"31 years","role":"possible mother","locations":["County Down, Ireland","West Deer Township, Allegheny, Pennsylvania, United States"],"score":38,"classification":"weak lead","reasons":["plausible 31-year parent-child age gap (+18)","candidate has only broad or undated birth-locality overlap: township (+6)","subject's birth fits between children attributed to the same parental couple (1846–1866) (+6; other parent John Cameron Glasgow)","candidate and subject share the given name Elizabeth (+4; weak direct parent-child name recurrence, 138 public profiles)","candidate's other children share uncommon given names with the subject's recorded siblings: Joseph +3 (39 public profiles) (+3 total)","3 independent unlinked-profile clue types converge (+5): household chronology, locality, naming"],"conflicts":["candidate already has another child named Elizabeth (Glasgow) Hazelett (Glasgow-534) 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":6,"factors":["age","indirect multi-factor convergence","rare sibling-name pattern","same-sex generational naming","spouse-specific child window","undated locality"],"indirect_factor_count":5,"suggested_co_parent":{"id":"Glasgow-466","name":"John Cameron 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currently linked as parent","factor_count":4,"factors":["age","broad geography","local sibling birth","spouse-specific child window"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-1829","name":"Joseph Montgomery Glasgow","html_url":"/people/glasgow-1829.html"}},{"id":"Glasgow-2221","name":"Elizabeth Patton (Glasgow) Cunningham","catalogue_id":"glasgow-2221","html_url":"/people/glasgow-2221.html","birth_year":1830,"death_year":1888,"gender":"Female","age_gap":24,"age_gap_label":"24 years","role":"possible mother","locations":["Adams, Ohio, United States","Washington, Iowa, United States"],"score":23,"classification":"weak lead","reasons":["plausible 24-year parent-child age gap (+18)","weak broad-area overlap: iowa, washington (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","candidate and subject share the given name Elizabeth (+4; weak direct parent-child name recurrence, 138 public profiles)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","broad geography","same-sex generational naming"],"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."}}