ragflow / graphrag /entity_resolution_prompt.py
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#
# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
ENTITY_RESOLUTION_PROMPT = """
-Goal-
Please answer the following Question as required
-Steps-
1. Identify each line of questioning as required
2. Return output in English as a single list of each line answer in steps 1. Use **{record_delimiter}** as the list delimiter.
######################
-Examples-
######################
Example 1:
Question:
When determining whether two Products are the same, you should only focus on critical properties and overlook noisy factors.
Demonstration 1: name of Product A is : "computer", name of Product B is :"phone" No, Product A and Product B are different products.
Question 1: name of Product A is : "television", name of Product B is :"TV"
Question 2: name of Product A is : "cup", name of Product B is :"mug"
Question 3: name of Product A is : "soccer", name of Product B is :"football"
Question 4: name of Product A is : "pen", name of Product B is :"eraser"
Use domain knowledge of Products to help understand the text and answer the above 4 questions in the format: For Question i, Yes, Product A and Product B are the same product. or No, Product A and Product B are different products. For Question i+1, (repeat the above procedures)
################
Output:
(For question {entity_index_delimiter}1{entity_index_delimiter}, {resolution_result_delimiter}no{resolution_result_delimiter}, Product A and Product B are different products.){record_delimiter}
(For question {entity_index_delimiter}2{entity_index_delimiter}, {resolution_result_delimiter}no{resolution_result_delimiter}, Product A and Product B are different products.){record_delimiter}
(For question {entity_index_delimiter}3{entity_index_delimiter}, {resolution_result_delimiter}yes{resolution_result_delimiter}, Product A and Product B are the same product.){record_delimiter}
(For question {entity_index_delimiter}4{entity_index_delimiter}, {resolution_result_delimiter}no{resolution_result_delimiter}, Product A and Product B are different products.){record_delimiter}
#############################
Example 2:
Question:
When determining whether two toponym are the same, you should only focus on critical properties and overlook noisy factors.
Demonstration 1: name of toponym A is : "nanjing", name of toponym B is :"nanjing city" No, toponym A and toponym B are same toponym.
Question 1: name of toponym A is : "Chicago", name of toponym B is :"ChiTown"
Question 2: name of toponym A is : "Shanghai", name of toponym B is :"Zhengzhou"
Question 3: name of toponym A is : "Beijing", name of toponym B is :"Peking"
Question 4: name of toponym A is : "Los Angeles", name of toponym B is :"Cleveland"
Use domain knowledge of toponym to help understand the text and answer the above 4 questions in the format: For Question i, Yes, toponym A and toponym B are the same toponym. or No, toponym A and toponym B are different toponym. For Question i+1, (repeat the above procedures)
################
Output:
(For question {entity_index_delimiter}1{entity_index_delimiter}, {resolution_result_delimiter}yes{resolution_result_delimiter}, toponym A and toponym B are same toponym.){record_delimiter}
(For question {entity_index_delimiter}2{entity_index_delimiter}, {resolution_result_delimiter}no{resolution_result_delimiter}, toponym A and toponym B are different toponym.){record_delimiter}
(For question {entity_index_delimiter}3{entity_index_delimiter}, {resolution_result_delimiter}yes{resolution_result_delimiter}, toponym A and toponym B are the same toponym.){record_delimiter}
(For question {entity_index_delimiter}4{entity_index_delimiter}, {resolution_result_delimiter}no{resolution_result_delimiter}, toponym A and toponym B are different toponym.){record_delimiter}
#############################
-Real Data-
######################
Question:{input_text}
######################
Output:
"""