Cluster d6d5ec16fa0d... / semantic
Cluster of 2 comments
Representative
(unsigned) / Feb 3, 2022
Date range
Feb 3, 2022
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
“-The general community should not be visiting well sites or tank batteries looking for emissions. Oil and gas sites can be extremely dangerous, and potentially fatal, to untrained personnel. Our field employees undergo regular safety meetings, and wear protective clothing.-The cost of inspections will need to be known in order to perform our quarterly budgeting. If too high, it could lead to leases becoming uneconomic, and therefore be shut-in. -Need clarification on difference between a storage”
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
- Feb 3, 2022(unsigned)
“EPA needs to define the emission production threshold that require inspection and make explicit what operations are exempt from routine inspections and what sources count toward that total (i.e., just fugitive? tank bat...”
EPA-HQ-OAR-2021-0317-0847