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Telecom & Net Neutrality->FCC->Restoring Internet Freedom (17-108)

Cluster fd5c07d6cecb... / semantic

Cluster of 2 comments

Representative

(unsigned) / Feb 4, 2022

Date range

Feb 4, 2022

Embedding model

databricks-bge-large-en

Similarity threshold

0.92

Investigative Campaign Dossier

Cluster Size2Filings 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

“It these toxic chemicals were being spewed into rivers, we would never allow it. For some reason when it comes to the air, we've generally been fine with it. Turns out it is not fine.While the EPA's proposed methane safeguards are an improvement, they must be stronger. EPA must make sure that all wells -- from both large and small producers -- are subject to regular and frequent leak detection and repair. Companies must also stop the routine practice of flaring at oil and gas facilities. This pr”

EPA-HQ-OAR-2021-0317-1228/Feb 4, 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

1 other comment in this cluster

Members

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  • Feb 4, 2022(unsigned)

    “Please follow through on your proposed rule under the Clean Air Act to strengthen standards and oversight of methane and other sources of pollution from oil and gas operations. Methane emissions are a danger to all of u...”

    EPA-HQ-OAR-2021-0317-1216

Source / Live Databricks SQL mode/Embedding / databricks-bge-large-en/Similarity threshold / 0.92/Docket / 17-108