{ "corpus": "BabyYarros", "why": "The rename exists to keep the author's INVENTIONS out of the adapter. A real-world referent any novelist could use is not hers, and renaming it damages prose for no leak benefit. This is the same call Brontë's STOP_COMMON made for London/Paris/Brussels/Yorkshire, written per corpus because the register is per corpus.", "how_derived": "Every capitalised surface the detector returned was read IN CONTEXT before landing here. That pass is why the list is short: `Violence` is Xaden's nickname for Violet, `Continent` and `Presentation` and `Battle Brief` and `Curator` and `Sage` and `Barrens` and `Originals` and `Montserrat` and `Athena` and `Aura` are all in-world, and every one of them would have been excluded by a plausible-looking guess. Ambiguous cases are deliberately NOT here: renaming is the safe direction, leaving is the leaking one.", "real_world_geography": [ "Nepal", "Vegas", "Las", "Cuba", "Miami", "Dubai", "Barcelona", "Istanbul", "Pacific", "Everest", "Korea", "Angeles", "Los", "Fiji", "Havana", "Madagascar", "Machu", "Picchu", "Venezuela", "Himalayas", "Taj", "Mahal", "Jakarta", "Seoul", "Chile", "California", "Peru", "Morocco", "America", "Sri", "Lanka", "Abu", "Dhabi", "Buenos", "Aires", "Mykonos", "Dartmouth", "Colorado", "India", "Kathmandu", "Hong", "Kong", "Lukla", "Tahoe", "Lima", "Trenton" ], "real_world_institutions_and_brands": [ "Harvard", "UCLA", "Google", "Jeep", "Marines", "YouTube", "GoPro", "Bellagio", "Fox" ], "real_world_nationalities": [ "American", "Cuban", "Korean", "Indian" ], "real_world_culture": [ "Thanksgiving", "Sherpas", "Casanova" ], "generic_words_capitalised_only_in_in-world_titles": [ "Guide", "Edition", "Unauthorized", "Religion", "Saturdays", "Majesty", "Property", "Unedited", "Secondhand", "Excelling", "T-shirt" ], "min_count_note": "Detection runs at --min-count 3 for this corpus, not the default 5. Measured: dropping to 3 recovers Lilith, Nyra, Naolin, Tirvainne, Dajalair, Kiralair, Morraine, Beinhaven, Codagh and Tairneanach -- all author inventions that the 5 floor left in the text verbatim. The cost is more real-world nouns reaching the pool, which is what this file absorbs. ⚠ The gate's SENSITIVITY FLOOR is this number: a name appearing fewer than 3 times is never detected, so it is neither renamed nor reported." }