You are an AI assistant tasked with analyzing a passage of text to insert retrieval tokens and identify Prefix-intent (PI) and Key Factual Information (KFI). A Prefix-Intent (PI) should be a piece of text that should precede factual information, it must not be only 1 or 2 words. Key Factual Information (KFI) should be meaningful and include important details.

Your goal is to insert a  <|retrieval|> token after it is clear what the intent of the text is (e.g., "The president of the USA is"), but  before the key factual information is stated (e.g., "Joe Biden"). Whenever there is a <|retrieval|> token, we will retrieve the key factual information.

Here is the passage you will be working with:

<passage>
Ishqbaaaz Ishqbaaaz () is an Indian romantic drama television series that aired from 27 June 2016 to 15 March 2019 on Star Plus. It starred Nakuul Mehta, Surbhi Chandna, Kunal Jaisingh, Shrenu Parikh, Leenesh Mattoo and Mansi Srivastava. In December 2018, the show took a generation leap and aired a new season titled, Ishqbaaaz: Pyaar Ki Ek Dhinchak Kahaani starring Nakuul Mehta and Niti Taylor. Plot The family consists of Kalyani Singh Oberoi, the matriarch of the family. She has two sons, Tej and Shakti. Tej is married to Jhanvi and they have three children, Omkara, Rudra and Priyanka. Shakti is married to Pinky and has a son, Shivaay, who is the eldest grandson. Shivaay manages the Oberoi empire. He does not believe in love and plans to get married to Tia Kapoor on his mother's insistence. After a rocky start, Shivaay forcibly marries Annika, an orphan who has been adopted by a family with a physically disabled brother, Sahil. Although Shivaay and Annika do not get married under the perfect circumstances, they eventually fall in love. Omkara, originally an artist, also becomes a businessman after he goes through several tragedies. He meets Ishana who wants to marry Omkara to attain financial stability and deceives him pretending to be Bela till she is exposed by his brothers. Riddhima, his previous girlfriend, also deceives Om. He gets married to Gauri Kumari Sharma, a bubbly girl he meets in Bareilly. Initially Omkara hates her and misunderstands her to be a gold digger. But Gauri brings out the artist in him once again and he eventually falls in love with her. Rudra is the youngest brother and practically the baby of the family. He has no ambitions or goals in life and only loves to work out and party. His initial love interest is Saumya Kapoor, a family friend of the Oberois. While drunk, Rudra and Saumya get married but Rudra refuses to accept the marriage. Finally, Saumya leaves him and moves away. Bhavya Pratap Rathore, an undercover police officer ends up using Rudra in one of her operations. Through a series of events they fall in love. Saumya returns to claim Rudra but Rudra and Bhavya get married. Priyanka is a shy, nervous and honest girl. She befriends Annika from the beginning. Priyanka marries Ranveer Randhawan, a police officer who had been blackmailing her. Ranveer tries to ruin the Oberois with his foster mother Kamini Khurana, but later has a change of heart and falls in love with Priyanka. The brothers' constant enemy happens to be the Kapoor sisters; Svetlana, Tia and Saumya. Svetlana reveals that their parents were killed in an accident at one of the Oberoi factories and therefore the sisters seek revenge. Svetlana has an affair with Tej and breaks up the family. When Tej and Jhanvi get back together, she tries to seduce their son, Omkara but fails. She is eventually jailed. Tia, who initially does not reveal herself to be Svetlana and Saumya's sister, tries to marry Shivaay. It is later revealed that she used to date a man named Dushyant, whom she believes died because of Anika and Shivaay. She eventually changes for the better when Dushyant is revealed to be alive. Saumya, the last Kapoor sister, was initially introduced as a family friend, but right after Bhavya and Rudra's wedding, it is revealed she is the secret third sister of the Kapoor family. Both Svetlana and Saumya are imprisoned, but Tia is reunited with Dushyant and they have a child. Shivaay's Bua, Roop, wants revenge on the Oberois for abandoning her and tries to frame
</passage>

Follow these steps to complete the task:

1. Inserting retrieval tokens:
   a. Read through the text carefully.
   b. Identify potential Prefix-Intent (PI) sections that consist of a single intent and could serve as a search query. You must not modify the prefix intent and it MUST be part verbatim in the passage. It cannot be single or only a few words.
   c. For each identified PI, evaluate if the following sentence/subsentece that could serve as Key Factual Information (KFI).
   d. Insert <|retrieval|> tokens into the text AFTER the Prefix Intent (PI) and BEFORE key factual information is stated (KFI).
   e. Key Factual information should not intersect with Prefix Intent.

2. Identifying Prefix-Intent (PI) and Key Factual Information (KFI):
   a. For each <|retrieval|> token you've inserted, identify the preceding text as the Prefix-Intent (PI).
   b. Identify the following text, up to the next PI, as the Key Factual Information (KFI).
   c. Ensure that both PI and FI are short subsentences or phrases but not 1 or 2 words.

3. Insert <|start-PI|>,<|end-PI|>, <|start-KFI|>, <|end-KFI|>.
   a. For each identified Prefix Intent (PI), add a start and end special tokens (<|start-PI|>,<|end-PI|>) to quickly identify them.
   b. Do the same for the Key Factual Information (KFI) (<|start-KFI|>, <|end-KFI|>)
   c. Ensure that the very first PI in the passage is preceded by <|start-PI|>.
   d. Double-check that every PI and KFI is properly enclosed in these tags.

4. Describing ideal retrieved information:
   a. Given the Prefix-Intent (PI) and Key Factual Information (KFI), imagine an ideal retriever and enormous corpus. 
   b. Using the retriever and corpus, imagine that you can retrieve information given the Prefix-Intent.  
   c. Describe how that content should look like so it helps generating the Key Factual Information (KFI)


5. Reformulate the Prefix Intent if necessary: Reformulate it to not be impersonal. This means that if the subject it is not identified (e.g. it, he, she) you need to add the appropriate subject so the prefix-intent can be understood by itself. The subject should be changed from the previous information in the passage. Reformulated Prefix should not add any extra information or intent that is not mentioned in the original Prefix Intent.


6. Output format:
   For each pair of Prefix-Intent (PI) and Key Factual Information (KFI) you identify, provide the following output separating each example in a JSON list output. Ensure that it is actually a JSON.

   - Prefix_intent: [Write the Prefix Intent here]
   - Prefix_reformulated: [Write the Prefix Intent reformulated]
   - Key_Factual_Information: [Write the Key Factual Information here]
   - Verification: [Confirm that the KFI can be directly derived from the PI given a strictly connected context]
   - Ideal_Knowledge: [Describe how the ideal retrieved content should look to generate the KFI]
   - Explanation: [Briefly explain how the PI and KFI connect and why you chose to insert the <|retrieval|> token in that position]


7. Final step:
   After you have completed the analysis and provided outputs for all identified PI-KFI pairs, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions

Here's an example of the expected output format:

Passage: Girmal Falls General This waterfall extends to a height of up to 100 feet, making it the highest waterfall of Gujarat. The picturesque beauty of this site makes it popular among visitors and people of the region alike. The water swiftly falls from a great height, creating a fog like condition that’s eye catching. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. The fall comes to its best form at the time of monsoon and provides an immensely striking appearance. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler.

```json
{ "results" : [
  {
    "Prefix_intent": "Girmal Falls General This waterfall extends to a height of up to",
    "Prefix_reformulated": "What is the height of Girmal Falls?",
    "Key_Factual_Information": "100 feet, making it the highest waterfall of Gujarat",
    "Verification": "The KFI directly provides the height information requested in the PI.",
    "Ideal_Knowledge": "A list of waterfalls in Gujarat, India, with their heights and rankings, specifically mentioning Girmal Falls as the highest at 100 feet.",
    "Explanation": "The PI introduces Girmal Falls and sets up a query about its height, while the KFI provides the specific measurement and its significance. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the factual statement."
  },
  {
    "Prefix_intent": "The water swiftly falls from a great height, creating",
    "Prefix_reformulated": "What does the water falling from Girmal Falls create?",
    "Key_Factual_Information": "a fog like condition that's eye catching",
    "Verification": "The KFI directly describes the effect created by the falling water, as prompted by the PI.",
    "Ideal_Knowledge": "Detailed descriptions of the visual effects created by high waterfalls, including the formation of mist or fog-like conditions due to water droplets in the air.",
    "Explanation": "The PI describes the water falling and sets up a query about its effect, while the KFI provides the specific visual phenomenon created. The <|retrieval|> token is inserted to indicate where additional information might be needed to support the description."
  },
  {
    "Prefix_intent": "The fall comes to its best form at the time of",
    "Prefix_reformulated": "When does Girmal Falls come to its best form?",
    "Key_Factual_Information": "monsoon and provides an immensely striking appearance",
    "Verification": "The KFI directly answers when the waterfall is at its best and describes its appearance, as prompted by the PI.",
    "Ideal_Knowledge": "Information on the seasonal variations of Girmal Falls, highlighting the monsoon season's impact on water flow and visual appeal.",
    "Explanation": "The PI sets up a query about the best time to view the falls, and the KFI provides the specific season and describes the appearance. The <|retrieval|> token is inserted to indicate where additional information about seasonal changes might be needed."
  }],
"Updated_Passage":"<|start-PI|> Girmal Falls General This waterfall extends to a height of up to <|end-PI|> <|retrieval|> <|start-KFI|> 100 feet, making it the highest waterfall of Gujarat <|end-KFI|>. The picturesque beauty of this site makes it popular among visitors and people of the region alike. <|start-PI|> The water swiftly falls from a great height, creating <|end-PI|> <|retrieval|> <|start-KFI|> a fog like condition that’s eye catching <|end-KFI|>. The government of this state is working on many projects to make this place an ideal picnic spot and a tourist attraction. <|start-PI|> The fall comes to its best form at the time of <|end-PI|> <|retrieval|> <|start-KFI|> monsoon and provides an immensely striking appearance <|end-KFI|>. Some of the best natural features of Gujarat can be explored in this place. This place is a nice and refreshing retreat for any traveler."
}

```
8. Final check:
  a. Review the Updated_Passage to ensure all PIs and KFIs are properly tagged.
  b. Verify that the first PI in the passage starts with <|start-PI|>.
  c. Make sure there are no missing or misplaced tags.
 
Remember to analyze the entire passage, identify all relevant PI-KFI pairs, and provide the output for each pair as specified. After completing the analysis, present the original passage with the <|retrieval|> tokens inserted in their appropriate positions as part of a new key in the JSON file. Only Ouput the JSON File.