# Phase 1 Completion Report — v1 (base model)

**File**: Charade (1963) Cary Grant & Audrey Hepburn
**UUID**: `aeed71342a899fe4b4c57b7d41bcb692`
**Date**: 2026-05-09
**System**: M5 (MacBook Pro, 48GB, Apple Silicon)

---

## 1. Processor Outputs

| File | Size | Description |
|------|------|-------------|
| `asr.json` | 413KB | 3,417 segments, full movie coverage |
| `asrx.json` | 307KB | 1,815 segments, 10 speakers |
| `cut.json` | 329KB | 2,260 scenes |
| `yolo.json` | 181MB | 169,625 frames with object detections |
| `face.json` | **106MB** | 4,550 frames, 5,910 faces @ 8Hz (CoreML 512D) |
| `face_traced.json` | 110MB | Traced faces with identity |
| `lip.json` | 492KB | Lip openness analysis |
| `ocr.json` | 277KB | 606 OCR frames |
| `pose.json` | 26MB | 4,211 pose frames |
| `scene.json` | 403B | Scene classification |

## 2. Pipeline 8-Stage Checklist

| Stage | Status | Detail |
|-------|--------|--------|
| ASR | ✅ | 3,417 segments, last end 6,773s (100%) |
| ASRX | ✅ | 1,815 segments, 10 speakers |
| Sentence Chunks | ✅ | 3,417 sentence chunks with text |
| Vectorization | ✅ | 3,417 PG + Qdrant (768D) |
| Face Trace | ✅ | 423 traces, 11,820 detections @ 8Hz |
| TKG Graph | ✅ | 498 nodes, 1,617 edges |
| Trace Chunks | ✅ | 423 trace chunks with ASR text |
| Phase 1 Release | ✅ | 483MB package |

## 3. Identity & Knowledge Graph

### TMDb Character Matching (9 characters)

| Character | Traces | Actor |
|-----------|--------|-------|
| Audrey Hepburn | 843 | Regina Lampert |
| Cary Grant | 482 | Peter Joshua |
| Jacques Marin | 348 | Inspector Grandpierre |
| James Coburn | 188 | Tex Panthollow |
| Ned Glass | 176 | Leopold W. Gideon |
| George Kennedy | 104 | Herman Scobie |
| Walter Matthau | 104 | Hamilton Bartholomew |
| Dominique Minot | 45 | Sylvie Gaudel |
| Raoul Delfosse | 32 | — |

### Speaker Bindings (via Lip Verification)

| Speaker | Identity | Confidence |
|---------|----------|------------|
| SPEAKER_2 | Audrey Hepburn | 61% |
| SPEAKER_4 | Cary Grant | 56% |
| SPEAKER_5 | Audrey Hepburn | 100% |
| SPEAKER_6 | Audrey Hepburn | 43% |
| SPEAKER_7 | Cary Grant | 100% |
| SPEAKER_8 | Audrey Hepburn | 54% |

### TKG Graph

| Node Type | Count |
|-----------|-------|
| Face traces | 423 |
| Objects | 75 |
| Total nodes | 498 |
| Total edges | 1,617 |

### Qdrant Vector Collections

| Collection | Dims | Points | Content |
|-----------|------|--------|---------|
| `momentry_dev_v1` | 768 | 3,417 | Sentence chunk embeddings |
| `momentry_dev_faces` | 512 | **5,910** | Face embeddings (8Hz CoreML) |

## 4. Release Package

| Component | Size |
|-----------|------|
| `output_json/` | 11 processor files |
| `chunks.csv` | 2.2MB |
| `vectors.csv` | 56MB |
| `identities.csv` | 973KB |
| `schema.sql` | 29KB |
| `RELEASE_INFO.txt` | Metadata |
| **Total** | **483MB** |

Location: `release/phase1/v1.0.0_20260509_101337/`

## 5. Key Technical Decisions

| Decision | Rationale |
|----------|-----------|
| Face 8Hz (interval=3) | 5-15Hz human lip motion needs ≥8Hz sampling |
| Two-stage face processor | Apple Vision ANE (fast) + CoreML FaceNet (512D) |
| VNFaceprint not used | KVC returns nil in video pipeline |
| Face Qdrant separate collection | Face 512D vs chunk 768D — different dimensions |
| LLM reasoning off | `--reasoning off` needed for non-empty content |

## 6. Phase 2 Preparation

Pending for Phase 2:
- Rule 3 scene chunking (cut-based parent chunks)
- 5W1H Agent (LLM-generated scene summaries)
- Full pipeline + 5W1H release packaging
- Lip analysis extended to full movie speaker binding