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Chat-eligible Unity Catalog models from the Gemini, DeepSeek, GLM, Grok, Llama, Qwen, Gemma, and Inkling families were rendering as raw FQNs such as `system.ai.gemini-3-5-flash` in the agent model picker. #6918 surfaces these models, but the capability manifest carried no records for most of them and the registry-label path could not strip their Unity Catalog or `goose-` prefixes. I added a display-only `label_family_tokens` list and `databricks_v2` exact records for the sixteen previously unlabeled endpoint stems. All 26 target FQNs and their `goose-` aliases now resolve to curated labels through `databricks_registry_label`, while capability resolution continues to use only the existing `family_tokens` (`claude-`, `gpt-`, and `kimi-`). This keeps label discovery from changing capability profiles for unrelated model IDs. Each new record includes reconciliation metadata against the pinned [models.dev catalog](https://models.dev/api.json). Nine records adopt first-party effort evidence that the Databricks MLflow Chat transport can express: Gemini 3.5 Flash, Gemini 3.5 Flash Lite, Gemini 3.6 Flash, Gemini 3 Pro Image, DeepSeek V4 Flash, DeepSeek V4 Pro, GLM-5.3 Flash, Grok 4.6, and Inkling. The remaining seven deliberately retain the `databricks_v2/concrete_unknown` fallback because upstream evidence is absent, identifies a non-reasoning model, or provides only toggle/token-budget controls that `reasoning_effort` cannot represent. The normative corpus adds the sixteen exact records, four Unity Catalog alias probes, and two capability-isolation probes. Existing base vectors remain unchanged, and Rust and TypeScript consume the same strict manifest and corpus. Related: #6918 --------- Signed-off-by: Will Pfleger <pfleger.will@gmail.com> Signed-off-by: Thufir <7ebdb0b67dab08a570b9faf7bbada97535673b4ccaba2cbd546ad3ba84c87fa6@buzz.block.builderlab.xyz> Co-authored-by: Duncan <dcfd242e557282d7a1e2cf2e6877522682f1e5c6156dc92ca7d90eaedd3b0f95@buzz.block.builderlab.xyz> Co-authored-by: Thufir <7ebdb0b67dab08a570b9faf7bbada97535673b4ccaba2cbd546ad3ba84c87fa6@buzz.block.builderlab.xyz>