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>
or mausoleum of Sufi Saint Baba Hyder Vali of Mulbagal. Baba Hyder Vali of Mulbagal or Syed Shah Baba Hyder Auliya Hussaini Suharwardi was a 12th-century Sufi saint of Suharwardi order. He was the disciple of Tabr-e-Aalam Baadshah Nathar Vali, of Tirchy. Both Muslims and Hindus worship at the dargah. Urs of Baba Hyder-e-Safdar is celebrated every year on 11th of Rajab (according to the lunar calendar). Virupakshi Swamy Temple Sri Virupakshi Swamy Temple is in Virupakshi village about 4 km from Mulabagilu. This temple was built in the 13th century by Vijayanagara rulers and resembles the Virupaksheshwara Temple in Hampi. One family has been doing the pooja here since the temple was constructed, and dates back about eight generations. The mythology tells that the Virupaskha ling was installed by great sage Atri Maharshi, father of Shriguru Dattatreya. The linga changes its color in 3 ways from sunrise to sunset. The temple complex also has goddess Bagulamukhi or Bagalamukhi devi temple. As per tantra, Bagulamukhi is one of the devi's of Dashamahavidya. She is keeper of Brahmaastra. One of the most powerful goddesses and its rare to find temple of such. It is believed that King Vikramaaditya built the Bagulamukhi temple at Virupakshi. Venugopala swamy temple, Gujjanahalli Located 14 km far from mulabagal, it is on the way to Srinivasapura. There is an ancient temple of venugopala swamy built in Chola style temple. Pilgrims can visit this temple. Garuda Temple and Sri Prasanna Chowdeshwari Temple, Koladevi Garuda Temple is one of the ancient epic Ramayana-related temples located at Koladevi 18 km from Mulabagilu national highway, 19 km from Srinivaspur and 4 km from Mudianur. It was built under the supervision of Sri Ramanujacharya, but only came to light recently. Sri Prasanna Chowdeshwari Temple is 300 years old. Kurudumale, Maha Ganapathi Temple and Someshwara Temple Kurudumale, 8 km northwest from Mulabagilu, is famous for Lord Ganapati Temple. The idol of Ganapati is made of a single "Shaligram rock" and is about 21 feet from ground level. The idol and temple are estimated to be 5,000 years old. Sri Varadaraja Swamy Temple, Uttanur The great Saint Brugu Maharshi have built a Sri Varadaraja Swamy temple in Uttanur or Uthanur. The Uttanur is a called as a Uttama Kanchi. Every year in the day of Bharatha Hunime the Rathothsava will happening. It is importanat place for Saints for doing Japa Thapas. The Gangas build the Sri Uttameshwara Temple in Uttanur. Chowdeswaramma Temple, Mandikal Mandikal Chowdeswaramma temple is at least 1000 years old and popular for miracles, situated at a distance of 8 miles. Recently this temple has been renovated by devotees of nearing villages like, Mandikal, Koladevi, Gollahalli Harapanakana halli. Avani Known as the Gaya of the south, Avani has a cluster of Ramalingeshwara temple all within one courtyard dedicated to Lakshmana, Bharata and Shatrugna as well as a Shankar Math built by the Nolamba dynasty. Legend has it, that the hill above was home to Valmiki's ashram, where Lava & Kusha were born and raised. GUNIGANTIPALYA. Ranaberamma temple gunugantipalya, Gangamma temple gunigantipalya circle Demographics India census, Mulabagilu had a population of 44,031. Males constitute 51% of the population and females 49%. Mulabagilu has an average literacy rate of 61%, higher than the national average of 59.5%. Male literacy is 67%, and female literacy is 54%. In Mulabagilu, 14% of the population is under 6 years of age. Notable people D. V. Gundappa, popularly known as DVG, was a prominent Kannada writer and a philosopher. He is renowned for Manku Thimmana Kagga, a collection of verses. N. Venkatachala: Nanje Gowda Venkatachala is a
</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.