Research phase · F859

F859 — Training Filter Cleanup

F859 covers “Training Filter Cleanup”. The canonical record classifies it as validated, based on 2 source artifacts and 1 original source figure. The highlighted measurements are Decision = KEEP_CLEANUP, Before Remove Or Refactor = 32, and Before Unknown = 1.

F859 Validated KEEP_CLEANUP

StatusValidated

VerdictKEEP_CLEANUP

Source figures1

Artifacts2

Purpose and research question

The objective is to document the recorded outcome for “Training Filter Cleanup”. The research question is whether the phase-specific checks support the canonical validated classification. The recorded measurements include Decision = KEEP_CLEANUP, Before Remove Or Refactor = 32, and Before Unknown = 1.

Method

F859 is documented by 1 structured JSON record and 1 Markdown report and 1 original source figure. The reported table retains safe scalar measurements found in that phase package.

Documentation basis

2 source artifacts and 1 phase-specific figure are recorded for this phase.

Evidence highlights

Decision: KEEP_CLEANUP
Before Remove Or Refactor: 32
Before Unknown: 1
Before Actual If Total: 41
Before Regex Calls: 1
After Remove Or Refactor: 0
After Unknown: 0
After Actual If Total: 1

Recorded evidence

Decision	KEEP_CLEANUP
Before Remove Or Refactor	32
Before Unknown	1
Before Actual If Total	41
Before Regex Calls	1
After Remove Or Refactor	0
After Unknown	0
After Actual If Total	1

Public evidence and source figures

F859 benchmark evidence — Training Filter Cleanup 859 — **Training Filter Cleanup 859**
Original source figure · 900 × 280 px

These are original source figures from the existing public evidence set, not editorial HTML visualizations.

Result and interpretation

F859 Training Filter Cleanup KEEP_CLEANUP

F859 is classified as validated with the recorded decision KEEP_CLEANUP. The recorded measurements include Decision = KEEP_CLEANUP, Before Remove Or Refactor = 32, Before Unknown = 1, and Before Actual If Total = 41.

Key results

Decision: KEEP_CLEANUP
Before Remove Or Refactor: 32
Before Unknown: 1
Before Actual If Total: 41
Before Regex Calls: 1
After Remove Or Refactor: 0
After Unknown: 0
After Actual If Total: 1

Evidence sources

Values on this page are reproduced from the archived phase record and the source artifacts below. No new benchmark was run to create this page.

TRAINING FILTER CLEANUP 859 (JSON)
TRAINING FILTER CLEANUP 859 (MD)

Research topics

Word / World Document · Reasoning · Training · Safety and boundaries