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 3 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 (90°):
📍 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}}

Action 1 moves towards the stairs, which is necessary to complete the subtask "Go up the stairs".  This will eventually help me reach the final goal of navigating to the nearest toilet.


COT_EVALUATOR_RESPONSE
{'goal_rotate_degrees': 90, 'explorable_value': {'30': 1, '90': 2, '150': 5, '210': 7, '270': 0, '330': 0}, 'reason': {'30': 'Empty corner near a stairwell.  Stairs are not helpful for finding a toilet, so low score.', '90': 'Living room. Unlikely to have a toilet, but open path to other areas.', '150': 'Dining room and part of a kitchen visible.  Bathrooms are sometimes near kitchens, so moderate score.', '210': 'Kitchen area. Bathrooms are often adjacent to kitchens, increasing the likelihood of finding a toilet.', '270': 'View blocked by a large dark object, likely a cabinet.  No clear path.', '330': 'View is obstructed by a wall. No clear path or relevant objects.'}, 'cot_stats': {}}

COT_PLANNING_RESPONSE
{'goal_flag': False, 'subtask': {'description': 'Go up the stairs.', 'priority': 'medium'}, 'goal_reason': 'Living room. Unlikely to have a toilet, but open path to other areas.'}

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': 1, 'episode_id': 297}