Research phase · F401

F401 — Learned Clarification Routing

F401 covers “Learned Clarification Routing”. The canonical record classifies it as validated, based on 4 source artifacts and 2 original source figures. The highlighted measurements are Probe Passed = 5, Checks Passed = 9, and Probe Total = 5.

F401 Validated PASS

StatusValidated

VerdictPASS

Source figures2

Artifacts4

Purpose and research question

The objective is to document the recorded outcome for “Learned Clarification Routing”. The research question is whether the phase-specific checks support the canonical validated classification. The recorded measurements include Probe Passed = 5, Checks Passed = 9, and Probe Total = 5.

Method

F401 is documented by 2 structured JSON records and 2 Markdown reports and 2 original source figures. The reported table retains safe scalar measurements found in that phase package.

Documentation basis

4 source artifacts and 2 phase-specific figures are recorded for this phase.

Evidence highlights

Probe Passed: 5
Checks Passed: 9
Probe Total: 5
Checks Total: 9
Checkpoint Touched: No
Training Started: No
Final Status: PASS
Status: PASS

Recorded evidence

Probe Passed	5
Checks Passed	9
Probe Total	5
Checks Total	9
Checkpoint Touched	No
Training Started	No
Final Status	PASS
Status	PASS

Public evidence and source figures

F401 benchmark evidence — Learned Clarification Routing 401 — **Learned Clarification Routing 401**
Original source figure · 1920 × 960 px

F401 benchmark evidence — Learned Speech Policy Externalization 401 — **Learned Speech Policy Externalization 401**
Original source figure · 1200 × 675 px

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

Result and interpretation

F401 Learned Clarification Routing PASS

F401 is classified as validated with the recorded decision PASS. The recorded measurements include Probe Passed = 5, Checks Passed = 9, Probe Total = 5, and Checks Total = 9.

Key results

Probe Passed: 5
Checks Passed: 9
Probe Total: 5
Checks Total: 9
Checkpoint Touched: No
Training Started: No
Final Status: PASS
Status: PASS

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 CLARIFICATION ROUTING 401 (JSON)
LEARNED CLARIFICATION ROUTING 401 (MD)
LEARNED SPEECH POLICY EXTERNALIZATION 401 (JSON)
LEARNED SPEECH POLICY EXTERNALIZATION 401 (MD)

Research topics

Word / World Document · Memory · Training · Benchmarks