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>
Marvelous Angelique Marvelous Angelique (French: Merveilleuse Angélique) is a 1965 historical romantic adventure film directed by Bernard Borderie. It is the second film in the Angélique series, based upon the novels by Anne and Serge Golon, and a sequel to Angélique, Marquise des Anges. It was made as a co-production between France, Italy and West Germany. It was made at the Billancourt Studios in Rome and the Cinecitta Studios in Rome. Location shooting took place at Versailles. The sets were designed by the art director René Moulaert. Synopsis After the execution of Jeoffrey de Peyrac, Angélique finds refuge at the Cour des Miracles and the boss Calembredaine; he turns out to be her childhood friend and first love Nicolas. With his help she finds her children. After a fight between two rival gangs, Nicolas is shot and Angélique is arrested and sent to the Châtelet. She asks the captain to let her go rescue her children, he agrees but she has to come back to spend the night with him. Angélique goes to the headquarters of the Grand Coërse and rescues her children. She brings them to Barbe and asks her to take care of them because she has a debt to pay. Angélique returns to the Châtelet where the captain is waiting for her. He tries to kiss her but they struggle and he falls down. She escapes and flees to Barbe who now works in an old run-down inn called "Le coq Hardi". After persuading the owner 'Maître Bourjus' to employ her, Angélique renames the inn "Le masque rouge"; it is a big hit in Paris. One day she meets her old enemy, Monsieur, brother of the king, accompanied by his noblemen. A tragedy occurs, "Le masque rouge" burns to the ground and Angélique swears revenge. She calls on her friend Claude le Petit aka "Le poète crotté". He writes pamphlets in which they accuse the noblemen surrounding Monsieur. The king disapproves of what his brother did but he doesn't like what the poet is doing and has him hanged, another death on Angelique's conscience. He sends his best policeman to her, the former lawyer of Jeoffrey, Desgrez, who realizes she is planning to kill herself. He promises her a license to make and sell chocolate and 50.000 livres as compensation for the loss of "Le masque rouge", on the condition that she accepts that the Poet Crotte's death was not her fault and that she stops publishing the remaining pamphlets so that Monsieur's name isn't mentioned. In her new establishment she then encounters her cousin Philippe de Plessis-Bellières. They have a passionate affair, but Angélique wants him to marry her so she blackmails him with an old secret. Eventually Philippe asks her to be his wife and he introduces her to the court. Cast Michèle Mercier as Angélique Sancé de Monteloup Giuliano Gemma as Nicolas Merlot aka Calembredaine Claude Giraud as Philippe de Plessis-Bellières Jean Rochefort as François Desgrez Jean-Louis Trintignant as Claude le Petit, Le poète croté Noël Roquevert as Bourjus Jacques Toja as Louis XIV Charles Regnier as Conan Bécher Robert Porte as Monsieur brother of the king Philippe Lemaire as De Vardes François Maistre as Prince de Condé Claire Maurier as Ninon de Lenclos Roberto as Barcarole Denise Provence as Barbe Ernst Schröder as capitaine du Châtelet Rosalba Neri as La Polak Henri Cogan as Cul-de-Bois Serge Marquand as Jactance Gino Martunaro as Rodogone L'Egyptien Michaël Munzeras Beau Garçon Renate Ewert as Margot Elisabeth Ercy as Rosine Patrick Lemaître as Flipot Guido Alberti as Le grand Mathieu Jacques Hilling as Mr Molines Dominique Viriot
</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.