Importing hints from separate censuses creates multiple cards for the same person. We unify duplicate profiles while preserving every census citation, fact, and media link.

Historical titles ("Captain", "Master Gunsmith", "Rev.") buried in name strings confuse search engines. We extract them into formal OCCU fact tags to reignite Ancestry hints.

Generational suffixes typed into surname fields cause search engines to treat "Jr." or "Esq." as family names. We parse them into standard GEDCOM 2 NSFX tags.

Honors like "O.B.E.", "M.C.", "J.P.", and "R.N.V.R." get tangled into family trees. We strip them from the primary search name and record them as verified distinction notes.

When a father and son sharing the same name are mistakenly merged, an ancestor appears to live 130+ years. We detect multi-generation overlap and trim phantom lifespans.

Children recorded as born before their mother, or mothers giving birth at age 5 or after death. We reconcile generational timelines so trees pass health audits.

Fathers recorded under age 12, or children born years after the father's recorded burial. We flag conflicting dates and reconcile family timelines.

Marriages recorded years before an individual was born, or decades after death. We sequence life events chronologically based on civil marriage registries.

Corrupted pointer tags leave whole family clusters floating in the void, severed from the main tree trunk. We re-stitch parent-child linkages to restore seamless navigation.

Blank placeholder cards ("Unknown", "NN", "Mother") create confusing dead ends in pedigree charts. We safely prune uninformative stubs while preserving true research barriers.

GEDCOM exports often lose the "Home Person" reference, forcing Ancestry to center on a random distant in-law. We inject 1 _HOME @ID@ to center on your direct root.

Terms like "circa", "about", and "Winter 1842" block Ancestry's indexing engine. We normalize dates to standard qualifiers (ABT, BEF, AFT, BET) to unlock leaf hints.

Years like "(1842–1912)" typed into name fields leave birth and death fact tags blank. We extract them into explicit BIRT and DEAT records to eliminate "0% Sourced" penalties.

Archaic county boundaries and parish abbreviations ("St. Giles, Midx") break spatial mapping and record searches. We expand them into standard 3-tier canonical jurisdictions.

Missing surname slashes confuse pedigree viewers into swapping first and last names. We format all records with exact 1 NAME Given /Surname/ and 2 GIVN / 2 SURN tags.