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>
Jana Hunter Jana Hunter is a Baltimore-based songwriter and musician. Hunter was born in Texas. Personal Life In 2015, Hunter came out as gender fluid (or non-binary), as well being neither gay nor straight, stating that they "feel extremely fortunate in that I truly don’t give a fuck when it comes to the gender of the person I’m dating". In August 2019, an article by Billboard.com stated that Hunter preferred he/him pronouns. Recording and band membership Hunter was signed to Gnomonsong, a record label run by Devendra Banhart and Vetiver's Andy Cabic. Hunter's solo debut album Blank Unstaring Heirs of Doom was the label's debut release. In 2007 Hunter founded an independent record label based in Houston, Texas, Feow! Records, with musicians Matthew Brownlie of Bring Back the Guns and Arthur Bates of Houston band Wicked Poseur. Hunter is currently the singer and primary songwriter for Lower Dens. After releasing their debut, Twin-Hand Movement, on Gnomonsong in 2010, Lower Dens were one of the first bands signed to the Ribbon Music label and released their second album, Nootropics, on Ribbon in 2012. Hunter has performed and/or recorded as a member of Jracula, Castanets, Matty & Mossy, Ejaculette, Unitus, and Krazy Nerds, and played in/recorded for Sharon Van Etten, Trentemøller, Food Pyramid, Airwaves, Indian Jewelry, Matteah Baim, Metallic Falcons, Phosphorescent, and CocoRosie. Hunter is the inspiration for several characters in the stories of J.M. Appel, including providing the basis for Maggie in the novella Fallout (2010). Touring Hunter has toured with Tara Jane O'Neil, Devendra Banhart, Rasputina, Viking Moses, Castanets, Deer Tick, Marissa Nadler, Peter & the Wolf, Cass McCombs, and Woozyhelmet, among others. In 2005, Hunter accompanied Meadows, Lights, and Mouth of Leaves on their Summer of Golden Blood tour throughout the South. In 2006, Hunter performed at North East Sticks Together. Hunter has appeared at Mad Vicky's Tea House in Brooklyn, New York, owned by "Mad Vicky", Bianca Casady of the musical duo CocoRosie. In 2019, Hunter created a special playlist for Billboards Summer of Pride event. The playlist, which can be found on Spotify, includes songs by various artists, including The Smiths and Stevie Wonder. Hunter said in the corresponding interview that these songs had both helped and inspired them whilst growing up. “I was wild and in a lot of pain as a kid; home life was very bleak," Hunter told Nick Williams, the article writer. "Pop songs were a guaranteed escape to a mental space where beauty, wonder, and love were possible." They continued on to tell of the inspiration they received, saying that they "wanted to write songs that might have the potential to do that." Matty and Mossy Hunter founded and played in the Houston band Matty & Mossy with Heath Flagtvedt, Matt Frey and John Hunter. Their album, Fraimers Haimey, was recorded in Athens, Georgia with Chris Bishop and released on Fleece Records. The album reached #1 on the radio charts of Rice Radio and KSPC, and songs from the album were used in the soundtrack of Andrew Bujalski's films Funny Ha Ha and Mutual Appreciation. Discography Albums Escape from Evil (with Lower Dens) (Ribbon Music) March 31, 2015 Nootropics (with Lower Dens) (Ribbon Music) May 1, 2012 Twin-Hand Movement (with Lower Dens) (Gnomonsong) July 20, 2010 Carrion EP CD (Gnomonsong) September 18, 2007 Carrion EP LP (Woodsist) September 2007 There's No Home CD/LP (Gnomonsong) April 7, 2007 Blank Unstaring Heirs of Doom CD (Gnomonsong) October 4, 2005 Jana Hunter / Devendra Banhart LP (split with Devendra Banhart) (Troubleman Unlimited) 2005 JH CD-R (self-released) 2004 JH CD-R (self-released) 2003 Compilation appearances The Enlightened
</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.