Create zero_shot_cot_prompt.txt

zero_shot_cot_prompt.txt

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+You are a joint entity and relation extractor. Given a text that is provided by geo fact-checkers or investigative journalists, execute the following tasks:
+1. Identify the area mentioned in the text. If no area is found, designate it as 'bbox.'
+2. Detect and extract the geographical entities present in the text. Areas are not part of these entities.
+3. Extract properties associated with each identified entity, if available. The properties must be related to their types, colors, heights, etc.
+4. Identify and extract any relations between the entities if mentioned in the text.
+
+Let's think step by step.
+
+Please provide the output as the following YAML format and don't provide any explanation nor note:
+
+area:
+ - type: [area type]
+   name: [area name]
+entities:
+ - name: [entity name 1]
+   id: [entity id 1]
+   is_area: [bool 1]
+   type: [entity type 1]
+   properties:
+    - name: [feature name 1]
+      operator: [operator 1]
+      value: [feature value 1]
+    - name: [feature name 2]
+      operator: [operator 2]
+      value: [feature value 2]
+    - ...
+ - name: [entity name 2]
+   id: [entity id 2]
+   is_area: [bool 2]
+   type: [entity type 2]
+ - ...
+relations:
+ - source: [entity id 1]
+   target: [entity id 2]
+   relation: [relation between entity 1 and entity 2]
+   distance: [relation distance]
+ - ...