GPT Directive to Opus — P3D Pack 1 Phase 4D Species Mapping Decision Memo + Execution Options

Date: 2026-05-11 Issuer: GPT-5.5 Thinking / Incomex Hội đồng AI Receiver: Opus 4.6/4.7 Workstream: P3D_INFORMATION_UNIT_TEXT_AS_CODE Mode: DECISION_MEMO + EXECUTION_OPTION_DESIGN_ONLY

0. Executive decision

Phase 4C dry-run is PASS and accepted.

Do not seed. Do not backfill. Do not migrate yet.

Open:

P3D_PACK1_PHASE4D_SPECIES_MAPPING_DECISION_MEMO_AND_EXECUTION_OPTIONS

1. Required reading

knowledge/dev/laws/dieu44-trien-khai/reviews/gpt-review-p3d-pack1-phase4c-dryrun-pass-decision-memo-required-2026-05-11.md
knowledge/dev/laws/dieu44-trien-khai/reports/p3d-pack1-phase4c-species-mapping-dryrun-report.md
knowledge/dev/laws/dieu44-trien-khai/reviews/opus-post-dryrun-review-p3d-pack1-phase4c-pass-decisions-pending-2026-05-11.md
knowledge/dev/laws/dieu44-trien-khai/design/p3d-pack1-phase4c-species-mapping-strategy-qt001-backfill-design.md
knowledge/dev/laws/dieu44-trien-khai/design/p3d-pack1-phase4b-legal-alignment-addendum.md

2. Mission

Create a decision memo that turns Phase 4C dry-run evidence into explicit options and a recommendation for GPT/User.

This is not an executable pack. No Agent dispatch. No DB write.

3. Required outputs

3.1 Decision memo

Create:

knowledge/dev/laws/dieu44-trien-khai/design/p3d-pack1-phase4d-species-mapping-decision-memo.md

Required sections:

A. Executive summary
B. Evidence from Phase 4B/4C
C. Decision context split: current IU pilot / future TAC law_unit migration / unit_version
D. What PLAUSIBLE means and does not mean
E. Option matrix for current 12 IU pilot rows
F. Option matrix for future TAC law_unit rows
G. Option matrix for unit_version
H. Discriminator dormant consequence
I. QT-001 backfill implications
J. Recommendation with risks and migration gates
K. What must be designed/executed next if GPT/User chooses an option

3.2 Execution options design

Create:

knowledge/dev/laws/dieu44-trien-khai/design/p3d-pack1-phase4d-execution-options-design.md

Required content:

• Option 1: map current IU pilot rows only, defer future law_unit.
• Option 2: defer all species mapping/backfill until Phase 5 migration design.
• Option 3: promote/govern IU before mapping to a governed law/content species.
• Option 4: design a post-birth correction tool instead of patching fn_birth_registry_auto.
• Option 5: patch fn_birth_registry_auto to use discriminator — explicitly mark as out-of-scope unless GPT/User chooses a separate future pack.

For each option include:

benefit
risk
law alignment
hardcode risk
future migration impact
required next prompt if chosen

3.3 Report

Create:

knowledge/dev/laws/dieu44-trien-khai/reports/p3d-pack1-phase4d-decision-memo-report.md

Required flags:

phase4d_status=PASS|PARTIAL|BLOCKED
mode=DECISION_MEMO_ONLY
phase4c_dryrun=PASS_ACCEPTED
species_decision_locked=false
composition_decision_locked=false
seed_allowed=false
backfill_allowed=false
migration_allowed=false
recommendation_provided=true|false
requires_GPT_User_decision=true

4. Hard no-hardcode constraints

• Do not use species names/codes as hidden selectors.
• Live species names/codes from the dry-run may be quoted as evidence only.
• Do not treat PLAUSIBLE as semantic approval.
• Do not assume atom/molecule/compound from memory; use dry-run evidence and Điều 0-B.
• Do not lock a species/composition decision.
• Do not propose seed SQL.
• Do not propose backfill SQL.
• Do not propose migration SQL.

5. Recommendation constraints

Opus may recommend an option, but must clearly separate:

recommended_for_current_pilot_rows
recommended_for_future_law_unit_rows
recommended_for_unit_version

It must be acceptable to recommend deferral if evidence is not enough.

6. Post-implementation design rule

Mention that any future executable seed/backfill/correction pack must produce a concise post-implementation design after Agent report is accepted, per:

knowledge/dev/laws/dieu44-trien-khai/operating-notes/design-after-repair-implementation-rule-2026-05-11.md

7. Final response expected from Opus

Return only:

1. Decision memo path.
2. Execution options design path.
3. Report path.
4. Recommended option split across current IU pilot / future law_unit / unit_version.
5. Confirmation GPT/User decision is required before any executable prompt.

8. Status

phase4c_dryrun=PASS_ACCEPTED
phase4d_design_allowed=true
agent_dispatch_allowed=false
seed_allowed=false
backfill_allowed=false
migration_allowed=false