ACTION_NUMBER
1

ACTION_PROMPT
TASK: {'description': 'Go up the stairs.', 'priority': 'medium'}. Your final task is to NAVIGATE TO THE NEAREST TOILET, and get as close to it as possible. There are 2 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 up the stairs.', 'priority': 'medium'} and eventually the final task NAVIGATING TO THE NEAREST TOILET. Explain which action acheives that best. 

🎯 SCENE ANALYSIS for current direction (270°):
📍 Detected Objects and Their Locations:

🗺️ Spatial Object Mapping:
  - sofa (unknown): spatial_pos=unknown
  - coffee_table (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
Action 1 is the best option, as it moves further into the room and away from the sliding door. This will help to explore the environment and potentially find the stairs. Action 2 is not ideal as it moves closer to the furniture and might lead to a dead end. Action 0, turning around, is not helpful as it moves away from the goal of exploring the room.

{{'action': 1}}


COT_EVALUATOR_RESPONSE
{'goal_rotate_degrees': 270, 'explorable_value': {'30': 2, '90': 5, '150': 1, '210': 7, '270': 1, '330': 1}, 'reason': {'30': 'Dining area visible.  While a bathroom might be nearby, there are no strong indicators.', '90': 'View into the kitchen. Bathrooms are sometimes adjacent to kitchens.', '150': 'Mostly a wall, likely a hallway, but limited view makes it hard to assess.', '210': 'A closed door is visible.  This could lead to a bathroom or other room, increasing the likelihood.', '270': 'Living room visible. Unlikely to contain a toilet.', '330': 'Living room and stairs. Stairs are not relevant to finding a toilet, and the living room is unlikely to have one.'}, 'cot_stats': {}}

COT_PLANNING_RESPONSE
{'goal_flag': False, 'subtask': {'description': 'Go up the stairs.', 'priority': 'medium'}, 'goal_reason': 'Living room visible. Unlikely to contain a toilet.'}

GOAL_SUBGRAPH_RESPONSE
{'target_object': 'toilet', 'subgraph_info': {'target_rooms': [], 'nodes_count': 0, 'edges_count': 0, 'vlm_semantic_hints': {}, 'subgraph_cached': True, 'construction_method': 'llm_generated'}, 'step_number': 0, 'episode_id': 297}