Cluster 2d53c5a5ebb1... / semantic
Cluster of 2 comments
Representative
(unsigned) / Apr 27, 2023
Date range
Apr 27, 2023
Embedding model
databricks-bge-large-en
Similarity threshold
0.92
Investigative Campaign Dossier
Campaign Execution & Evolution Narrative
This cluster represents a simple copy-paste campaign. Filings are character-for-character identical, showing zero attempt to hide behind paraphrasing or synonym mutations. It was submitted at exactly 19:00 UTC, demonstrating a simple bulk automated API import routine.
Standard Copy-Paste Campaign
Simple coordinate wave submitted by a single bulk macro routine. Easily blocked by simple string hashes.
Evidentiary Blueprint: Template Mutation Highlights
Review the stacking of representative medoid template text against customized member edits. Notice how each member added custom sentences while preserving the core political template.
The representative template
“Noncompetes exacerbate clinician shortages and access to care, as physicians are forced to decide between cutting back clinically or leavingthe workforce vs. staying at jobs that are not a good fit.Noncompetes help employers evade market forces that would necessitate change and take leverage away from clinicians. They make it difficult to speak out about patient care issues, unfair or unsafe working conditions, etc, without worrying about having to relocate if fired.A single physician leaving a ”
Preview truncated to ~500 characters per the export contract. Full text remains in silver.parsed_comments.
Likely Campaign Origin
Not yet analyzed. Run the AttributionAgent to scan curated seed sources for evidence matches against this cluster's template text. Results are reported as candidate sources with confidence labels - never as definitive accusations.
python scripts/run_attribution.py --docket-id 17-108 --mode offline_seed --max-clusters 5
Language Migration Check
Not yet analyzed. Run the MigrationAgent against a local final rule text fixture to look for language overlap between this cluster and the rule. The agent reports phrase-level overlap; it does not claim causal influence.
python scripts/run_migration.py --docket-id 17-108 --mode local_text --final-rule-text evals/fixtures/migration/fcc_17_108_final_rule_excerpt.txt --max-clusters 5
All Campaign Cluster Members
1 other comment in this cluster
Members
- Apr 27, 2023(unsigned)
“1. Noncompetes exacerbate clinician shortages and access to care as physicians are forced to decide between cutting back clinically or leaving the workforce vs staying at jobs that are not a good fit.2. Noncompetes help...”
FTC-2023-0007-20014