# Technical Document Extraction: Instances Resolved per Turn
## Chart Title
**Number of instances resolved (per bin of turns)**
## Axes
- **X-axis**: `#Turns` (0 to 100, increments of 10)
- **Y-axis**: `#Instances resolved` (0 to 160, increments of 40)
## Legend
- **RL**: Red solid line
- **SFT**: Orange dashed line
- **MT**: Purple dotted line
- **Base**: Blue dash-dot line
*Legend positioned in the top-right corner of the chart.*
## Data Series Analysis
### RL (Red)
- **Trend**: Sharp initial peak at ~10 turns, followed by rapid decline.
- **Key Data Points**:
- 0 turns: ~40 instances
- 10 turns: ~150 instances
- 20 turns: ~50 instances
- 30 turns: ~30 instances
- 40+ turns: ~5–10 instances
### SFT (Orange)
- **Trend**: Similar to RL but with a slightly lower peak and gradual decline.
- **Key Data Points**:
- 0 turns: ~40 instances
- 10 turns: ~140 instances
- 20 turns: ~40 instances
- 30 turns: ~25 instances
- 40+ turns: ~5–10 instances
### MT (Purple)
- **Trend**: Steady decline from moderate initial values.
- **Key Data Points**:
- 0 turns: ~50 instances
- 10 turns: ~50 instances
- 20 turns: ~40 instances
- 30 turns: ~20 instances
- 40+ turns: ~5–10 instances
### Base (Blue)
- **Trend**: Gradual decline with minimal initial resolution.
- **Key Data Points**:
- 0 turns: ~30 instances
- 10 turns: ~30 instances
- 20 turns: ~25 instances
- 30 turns: ~15 instances
- 40+ turns: ~5 instances
## Observations
1. **RL** achieves the highest resolution at 10 turns (~150 instances) but degrades rapidly.
2. **SFT** maintains higher resolution than **MT** and **Base** across most turn bins.
3. **Base** performs the poorest, with consistently low resolution.
4. All methods show diminishing returns after 30 turns.
## Spatial Grounding
- Legend coordinates: Top-right quadrant (x > 80, y > 120).
- Color verification: All line colors match legend labels exactly.
## Conclusion
The chart demonstrates that RL and SFT methods outperform MT and Base in resolving instances, particularly in early turn bins. Resolution declines across all methods as the number of turns increases.
