Cluster of 3 comments

Representative

(unsigned) / Feb 1, 2022

Date range

Feb 1, 2022

Embedding model

databricks-bge-large-en

Similarity threshold

0.92

Investigative Campaign Dossier

Cluster Size3Filings grouped

Confidence Score85.0%Coordination proof

Exact-Match Ratio100.0%Copy-paste

Near-Duplicate Ratio0.0%Paraphrased

Cluster Purity100.0%Boilerplate saturation

Mean Similarity0.9200Cosine proximity

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.

EVIDENTIARY VERDICT

Standard Copy-Paste Campaign

Simple coordinate wave submitted by a single bulk macro routine. Easily blocked by simple string hashes.

Class: Exact-duplicate

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

“Arktos Environmental hereby submits the attached memorandum and comments to the Proposed Rules under Docket EPA-HQ-OAR-2021-0317”
EPA-HQ-OAR-2021-0317-0608Feb 1, 2022(unsigned)source: detail_comment_text

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

2 other comments in this cluster

Members

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Feb 1, 2022(unsigned)
“Mark Sangil of Arktos Environmental hereby submits the attached memorandum and comments to the Proposed Rules under Docket EPA-HQ-OAR-2021-0317”
EPA-HQ-OAR-2021-0317-0582
Feb 1, 2022(unsigned)
“Thomas A. Lelelck II of Arktos Environmental hereby submits the attached memorandum and comments to the Proposed Rules under Docket EPA-HQ-OAR-2021-0317”
EPA-HQ-OAR-2021-0317-0607