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>
(on her album I Am...), as a "twenty-first-century Joan of Arc" (for her single "Free & Easy"), and as a "funky Lolita". Though Hamasaki has portrayed herself in earlier releases as a "girl next door", she has adopted a more sexualized image since the release of Loveppears. The covers for records including Loveppears, I Am..., Rainbow, and Party Queen feature Hamasaki in states of partial nudity, for which she has generated controversy. Hamasaki also garnered criticism after she modeled bra for lingerie manufacturer Wacoal, though most of the criticism alleged that Hamasaki was only trying to "play catch-up" with Kumi Koda, who gained popularity for her overtly sexual image. Hamasaki has accepted offers by numerous brands to endorse their products. Throughout her career under Avex, she has promoted products that ranged from electronics (Tu-Ka cell phones and Panasonic) to various snack foods. Among the products she has advertised on television are the Honda Crea scooter, KOSÉ cosmetics, Mister Donut donuts, and Boss coffee. As well as serving as background music for television advertisements, some of Hamasaki's songs have been used as themes for video games, television shows and motion pictures, such as Onimusha: Dawn of Dreams, InuYasha, Shinobi: Heart Under Blade and Tales of Xillia. Although Hamasaki initially supported the exploitation of her popularity for commercial purposes, saying that it was "necessary that [she is] viewed as a product", she eventually opposed Avex's decision to market her as a "product rather than a person". Other activities MTRLG Hamasaki launched her own fashion brand, MTRLG (Material Girl), in 2001; the clothes were sold at MTRLG boutiques and at Mise S*clusive stores. Ayupan In 2002, Hamasaki created Ayupan, a cartoon version of herself that appeared in a line of merchandise (mainly figurines) and in a 2003 cartoon. For her 2007 tour Tour of Secret, Hamasaki collaborated with Sanrio to create a line of merchandise, "Ayumi Hamasaki x Hello Kitty/", that features Ayupan and Hello Kitty together. The merchandise included cell phone straps and Lumix cameras decorated with a picture of Hello Kitty behind Hamasaki's "A" logo; the former product was a result of a collaboration with Sanrio and Japanese fashion brand Ash & Diamonds, the latter a collaboration with Sanrio and Panasonic. Ayuready? From October 2002 to March 2004 she was also the host of her own talk and variety TV show, Ayuready?, on Fuji Television. The talk show, aired on Saturday nights from 11:30 to midnight, often featured her performing songs with guests, among whom were Goto Maki, Puffy, and Akina Nakamori. To promote the program (and her album Rainbow), Hamasaki opened a restaurant, Rainbow House, on Shōnan Beach on July 1, 2003, which was open through August 31, 2003. After less than two years, the last episode of Ayuready? aired in March 2004. Awards Philanthropy In March 2011, Hamasaki donated 30 million yen to relief efforts for the Tōhoku earthquake and tsunami. She also collaborated with fashion magazine ViVi to sell charity T-shirts. Personal life On January 1, 2011, Hamasaki announced her engagement to Austrian actor and model Manuel Schwarz, whom Hamasaki met in August 2010 on the set of her music video for "Virgin Road". On January 2, her office announced that she and Schwarz had married in the United States the day before. However, on January 16, 2012, Hamasaki announced on her website that she would divorce Schwarz. The reason for the divorce was that, initially, Hamasaki wanted to move in with Schwarz in the United States but due to the earthquake and tsunami that hit her home country in March, 2011, she strongly desired not to leave
</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.