Research phase · F331

F331 — Learned Mouth Phrases

F331 covers “Learned Mouth Phrases”. The canonical record classifies it as validated, based on 4 source artifacts and 1 original source figure. The highlighted measurements are Passed = 8, Total = 8, and State Stats Key Count = 15.

F331 Validated PASS

StatusValidated

VerdictPASS

Source figures1

Artifacts4

Purpose and research question

The objective is to document the recorded outcome for “Learned Mouth Phrases”. The research question is whether the phase-specific checks support the canonical validated classification. The recorded measurements include Passed = 8, Total = 8, and State Stats Key Count = 15.

Method

F331 is documented by 2 structured JSON records and 2 Markdown reports and 1 original source figure. The reported table retains safe scalar measurements found in that phase package.

Documentation basis

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

Evidence highlights

Passed: 8
Total: 8
State Stats Key Count: 15
State Stats Phrase Count: 83
Summary Key Count: 10
Summary Phrase Count: 12
State Stats Checkpoint Touched: No
State Stats Training Started: No

Recorded evidence

Passed	8
Total	8
State Stats Key Count	15
State Stats Phrase Count	83
Summary Key Count	10
Summary Phrase Count	12
State Stats Checkpoint Touched	No
State Stats Training Started	No

Public evidence and source figures

F331 benchmark evidence — Learned Mouth Phrases 331 — **Learned Mouth Phrases 331**
Original source figure · 2400 × 1120 px

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

Result and interpretation

F331 Learned Mouth Phrases PASS

F331 is classified as validated with the recorded decision PASS. The recorded measurements include Passed = 8, Total = 8, State Stats Key Count = 15, and State Stats Phrase Count = 83.

Key results

Passed: 8
Total: 8
State Stats Key Count: 15
State Stats Phrase Count: 83
Summary Key Count: 10
Summary Phrase Count: 12
State Stats Checkpoint Touched: No
State Stats Training Started: No

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.

LEARNED MOUTH PHRASES 331 TEST (JSON)
LEARNED MOUTH PHRASES 331 TEST (MD)
LEARNED MOUTH PHRASES 331 (JSON)
LEARNED MOUTH PHRASES 331 (MD)

Research topics

Word Model · Word / World Document · Speech · Memory