Cluster 7e4ed795757f... / semantic
Cluster of 5 comments
Representative
(unsigned) / Dec 10, 2021
Date range
Dec 10, 2021 - Feb 4, 2022 / 57 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
“As pro-life Christians, we want the air we breathe to be safe for our children. But leaks in our oil/gas infrastructure spew toxic pollutants that put God's creation and our families - pregnant mothers and the unborn - in harm's way. Unborn children close to leaks are at higher risk of birth defects, and children attending school near leaks have higher rates of cancer and asthma. That's why Christians are calling on the EPA to ensure that stronger regulations and inspections will cut this pollut”
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
4 other comments in this cluster
Members
- Feb 2, 2022(unsigned)
“As pro-life Christians, we want the air we breathe to be safe for our children. But leaks in our oil/gas infrastructure spew toxic pollutants that put God's creation and our families - pregnant mothers and the unborn -...”
EPA-HQ-OAR-2021-0317-0669
- Feb 2, 2022(unsigned)
“As pro-life Christians, we want the air we breathe to be safe for our children. But leaks in our oil/gas infrastructure spew toxic pollutants that put God's creation and our families - pregnant mothers and the unborn -...”
EPA-HQ-OAR-2021-0317-0681
- Feb 3, 2022(unsigned)
“As pro-life Christians, we want the air we breathe to be safe for our children. But leaks in our oil/gas infrastructure spew toxic pollutants that put God's creation and our families - pregnant mothers and the unborn -...”
EPA-HQ-OAR-2021-0317-0890
- Feb 4, 2022(unsigned)
“As pro-life Christians, we want the air we breathe to be safe for our children. But leaks in our oil/gas infrastructure spew toxic pollutants that put God's creation and our families - pregnant mothers and the unborn -...”
EPA-HQ-OAR-2021-0317-1183