Cluster d1f8bfca39ce... / semantic
Cluster of 5 comments
Representative
Stephen Hayes / Apr 28, 2017
Date range
Apr 28, 2017
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
“I’m worried that the protections that are in place will be weakened if we change the way they’re enforced. I would support a new regulation style if it guarantees the same or better protections, but not if we lose any.”
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
- Apr 28, 2017Tola Oguntoyinbo
“I’m worried that the protections that are in place will be weakened if we change the way they’re enforced. I would support a new regulation style if it guarantees the same or better protections, but not if we lose any.”
104283104518167
- Apr 28, 2017Ben Rhine
“I’m worried that the protections that are in place will be weakened if we change the way they’re enforced. I would support a new regulation style if it guarantees the same or better protections, but not if we lose any.”
1042852314241
- Apr 28, 2017Michael Biel
“I’m worried that the protections that are in place will be weakened if we change the way they’re enforced. I would support a new regulation style if it guarantees the same or better protections, but not if we lose any....”
10428939813060
- Apr 28, 2017walter uruswky
“I’m worried that the protections that are in place will be weakened if we change the way they’re enforced. I would support a new regulation style if it guarantees the same or better protections, but not if we lose any.”
1042809663113