ACTION_NUMBER
1

ACTION_PROMPT
TASK: {'description': 'Go into the room with the red rug.', 'priority': 'medium'}. Your final task is to NAVIGATE TO THE NEAREST SOFA, and get as close to it as possible. There are 1 red arrows superimposed onto your observation, which represent potential actions. These are labeled with a number in a white circle, which represent the location you would move to if you took that action. NOTE: choose action 0 if you want to TURN AROUND or DONT SEE ANY GOOD ACTIONS. In order to complete the subtask {'description': 'Go into the room with the red rug.', 'priority': 'medium'} and eventually the final task NAVIGATING TO THE NEAREST SOFA. Explain which action acheives that best. 

🎯 SCENE ANALYSIS for current direction (210°):
📍 Detected Objects and Their Locations:

🗺️ Spatial Object Mapping:
  - hallway (unknown): spatial_pos=unknown
  - vanity (unknown): spatial_pos=unknown

🏠 Room Context: 

💡 Use this spatial information to make more informed navigation decisions!
Return your answer as {{'action': <action_key>}}. Note you CANNOT GO THROUGH CLOSED DOORS, and you DO NOT NEED TO GO UP OR DOWN STAIRS

ACTION_RESPONSE
I see a hallway ahead, which might lead to the room with the red rug. Action 1 moves forward down the hallway, which is the best option to find the room with the red rug and eventually the sofa.

{{'action': 1}}

COT_EVALUATOR_RESPONSE
{'goal_rotate_degrees': 210, 'explorable_value': {'30': 2, '90': 2, '150': 7, '210': 7, '270': 0, '330': 1}, 'reason': {'30': 'The presence of a bookcase, rug, and door suggest this could be a living room or family room, where a sofa might be. However, no sofa is visible. The open space and door offer potential for exploration.', '90': 'Similar to the 30-degree view, this could be a living or family room. The chair hints at a seating area, but no sofa is in sight. The path is somewhat obstructed by the furniture.', '150': 'This is a hallway, a common connecting point to other rooms, increasing the chances of finding a sofa in an adjacent room. The clear path encourages exploration.', '210': 'Another view of the hallway, leading to potentially unexplored areas. The vanity suggests a bathroom nearby, but the main goal is to find the sofa, which is more likely in a living room, dining room, or family room accessible from this hallway.', '270': 'The presence of refrigerators suggests a kitchen or utility area, making it unlikely to find a sofa here. The path is partially blocked by the appliances.', '330': 'This view shows a transition area, possibly between a kitchen and a dining area. While a dining area might be adjacent to a living room with a sofa, the presence of the refrigerator makes it less likely to find a sofa here.'}, 'cot_stats': {}}

COT_PLANNING_RESPONSE
{'goal_flag': False, 'subtask': {'description': 'Go into the room with the red rug.', 'priority': 'medium'}, 'goal_reason': 'Another view of the hallway, leading to potentially unexplored areas. The vanity suggests a bathroom nearby, but the main goal is to find the sofa, which is more likely in a living room, dining room, or family room accessible from this hallway.'}

GOAL_SUBGRAPH_RESPONSE
{'target_object': 'sofa', 'subgraph_info': {'target_rooms': [], 'nodes_count': 0, 'edges_count': 0, 'vlm_semantic_hints': {}, 'subgraph_cached': True, 'construction_method': 'llm_generated'}, 'step_number': 24, 'episode_id': 63}