Cluster 979a46d51f38... / semantic
Cluster of 2 comments
Representative
(unsigned) / Feb 2, 2022
Date range
Dec 10, 2021 - Feb 2, 2022 / 55 days
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
“EPA-HQ-OAR-2021-0317-0001As a 40-year full time resident of Carlsbad New Mexico, I am strongly in support of the EPA’s proposed heightened and tightened standards of performance regulating emissions of methane and volatile organic compounds (VOCs) from oil and gas production facilities. Methane exposed to sunlight converts to ozone, a well documented cause of inflammation in human pulmonary systems. Although troubling enough in itself, due to its impact on asthma and other common illnesses, a re”
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
- Dec 10, 2021(unsigned)
“EPA-HQ-OAR-2021-0317-0001As a 40-year full time resident of Carlsbad New Mexico, I am strongly in support of the EPA’s proposed heightened and tightened standards of performance regulating emissions of methane and volat...”
EPA-HQ-OAR-2021-0317-0349