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Analysis request

FCC 17-97 — Caller ID Authentication / STIR-SHAKEN

req_w4v0yb1n0 / created 6/11/2026, 8:12:00 PM

Databricks Jobs modedraft

Rulemaking Metadata

Docket ID17-97
Agency IDFCC
Topicconsumer_telecom_robocalls
Data Sourceecfs
Expected Scale~1998 comments
Date WindowFull Historical Ingestion
Notes / Reviewer Context

"Queued from consumer search. Query: "tech regulation: FCC 17-97 — Caller ID Authentication / STIR-SHAKEN"."

Status & Control Plane

Command-Generation Mode

This analysis request is registered. Use the terminal sequence displayed on the right to trigger local comment ingestion, parsing, embedding, and clustering manually, or register via the Local Ingestion trigger.

Databricks Workspace IntegrationOffline Command-Generation mode. No hosted Databricks run ID mapped.

Command-Generation Mode

If you want to run this pipeline locally on your system instead of hosted Databricks, run the following sequence in your terminal:

.uv-test-venv\Scripts\python.exe scripts\run_ingestion.py --docket-id 17-97
.uv-test-venv\Scripts\python.exe scripts\run_embedding.py --docket-id 17-97 --backend databricks
.uv-test-venv\Scripts\python.exe scripts\run_clustering.py --docket-id 17-97 --clustering-mode vector_search

Command-generation mode allows running comment ingestion and clustering locally via python scripts, writing directly to your local delta lakehouse.