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>
Edmund Boyle, 8th Earl of Cork General Edmund Boyle, 8th Earl of Cork and Orrery KP (21 October 1767 – 29 June 1856), styled Viscount Dungarvan from 1768 to 1798, was an Irish soldier and peer. Early life Boyle was the eldest surviving son of Edmund Boyle, 7th Earl of Cork and his first wife Anne, daughter of Kelland Courtenay. Career Commissioned an ensign in the 22nd Regiment of Foot on 16 April 1785, he was promoted to lieutenant in the 100th Regiment of Foot on 10 December 1785. On 27 May 1787, he was commissioned a lieutenant in the Somersetshire Regiment of Militia, and was promoted from captain-lieutenant to captain on 22 April 1789. On 27 January 1791, he was promoted captain in an independent company, from a lieutenancy in the 34th Regiment of Foot, and shortly thereafter exchanged into the 14th Regiment of Foot. On 5 April 1794, he was promoted to major in the recently-raised 87th Regiment of Foot, and was promoted to lieutenant-colonel in the regiment on 19 July. On 20 January 1795, he exchanged into the 11th Regiment of Foot. Dungarvan exchanged into the captaincy of a company in the Coldstream Guards on 21 May 1796, and was appointed an aide-de-camp to George III on 9 January 1798. On July 1803, he exchanged from the half-pay of the 4th Regiment of Foot to become colonel of a reserve battalion of infantry, the 16th Garrison Battalion. On 27 May 1825, he was breveted general. The Earl was appointed a Knight of the Order of St Patrick on 22 July 1835. Personal life On 9 October 1795, he married his first cousin Isabella Henrietta Poyntz (d. 29 November 1843), daughter of William Poyntz (1734–1809) and his wife Isabella, daughter of Kelland Courtenay. (His younger brother, Sir Courtenay Boyle, married Isabella Henrietta's sister Carolina Amelia in 1799; the sisters' brother was William Stephen Poyntz.) Edmund and Isabella had nine children, : Lady Isabella-Elizabeth Boyle (4 February 1797 - 27 December 1829) Edmund William Boyle, Viscount Dungarvan (2 April 1798 – 1 January 1826) Hon. George Richard Boyle (22 September 1799 - 8 September 1810) Charles Boyle, Viscount Dungarvan (6 December 1800 – 25 August 1834), married on 18 March 1828 Lady Catherine St Lawrence, daughter of William St Lawrence, 2nd Earl of Howth, and had issue, including Richard Boyle, 9th Earl of Cork and William George Boyle. Hon. John Boyle (13 March 1803 – 6 December 1874), married on 10 December 1835 Hon. Cecilia de Ros, daughter of Lord Henry FitzGerald, and had issue Lady Lucy Georgina Boyle (19 March 1804 - 31 August 1827) Lady Louisa Boyle (16 September 1806 - 30 May 1826) Lt-Col Hon. Robert Edward Boyle (1809–1854) Rev. Hon. Richard Cavendish Boyle (28 February 1812 – 30 March 1886), chaplain to Queen Victoria, married Eleanor Vere Gordon, daughter of Alexander Gordon and had issue. In Somerset he lived at Marston House within the grounds of Marston Bigot Park. He employed Jeffry Wyattville in 1817 to embellish the central block with four Ionic columns. Wyattville was known locally for his work at Longleat and then at the Church of St John the Baptist, Frome in the same decade. In 1821, on the corner of the then named Hill Street and the Market Place in Frome, the Earl was persuaded by Thomas Bunn to build an Assembly Room above a covered market, in the style of the Greek revival; in 1822, the street was renamed Cork Street. He had been shown by Bunn an image of the Roman Forum as 'a good design for a modern
</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.