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>
Rubio recorded 6 points, 5 rebounds and 6 assists in 26 minutes a 4-point loss to the Oklahoma City Thunder. He was named Western Conference Rookie of the Month after the first month of the season. In February, Rubio and teammate Derrick Williams were selected to participate in the 2012 Rising Stars challenge. Rubio was drafted to Team Shaq, while Williams was drafted to Team Chuck. Rubio scored 22 points on February 19, 2012 in a win over the Philadelphia 76ers. In a loss to the Los Angeles Lakers on March 9, 2012, Rubio tore his ACL and his lateral collateral ligament defending Kobe Bryant. He missed the rest of the season. Rubio finished second in Rookie of the Year voting, trailing only Cleveland Cavaliers rookie Kyrie Irving. Rubio had averaged 10.6 points, 8.2 assists and 2.2 steals in 41 games. Rubio returned from his injury on December 15, 2012, in an overtime victory over the Dallas Mavericks, playing for 19 minutes and totaling 9 assists and 8 points. He then recorded his first career triple-double with 21 points, 13 rebounds and 12 assists in a win over the San Antonio Spurs on March 12, 2013. Rubio almost recorded his second career triple-double in a loss to the Memphis Grizzlies on March 30 with 23 points, 10 rebounds and 9 assists. Then on April 13, he recorded a career-high 24 points, 10 assists, 5 rebounds and 5 steals in a win over the Phoenix Suns. Rubio finished the 2012–13 season with averages of 10.7 points, 7.3 assists and 2.4 steals per game. He also finished second in steals per game, behind Chris Paul. On November 11, 2013, Rubio recorded his second career triple-double with 12 points, 14 assists and 10 rebounds in a 113–90 win over the Los Angeles Lakers. On February 19, 2014, Rubio recorded a career-high 17 assists, along with 6 points, 7 rebounds and 2 steals, in a 104–91 win over the Indiana Pacers. Rubio also tied the Timberwolves' franchise record with his 17 assists. On March 19, 2014, Rubio recorded his third career triple-double with 22 points, 15 assists and 10 rebounds in a 123–122 overtime win over the Dallas Mavericks. On March 28, 2014, Rubio tied Tyrone Corbin for the Wolves season-record in steals at 175 with his one steal in a 143–107 win over the Los Angeles Lakers. Two days later, he passed that record when he recorded 2 steals against the Brooklyn Nets. On October 31, 2014, Rubio signed a four-year, $56 million contract extension with the Timberwolves. On November 8, 2014, he was ruled out indefinitely after he severely sprained his left ankle in the November 7 game loss to the Orlando Magic. Rubio returned to action on February 2, 2015 against the Dallas Mavericks, recording 10 points and 4 assists in a 100–94 loss. On March 2, 2015, he recorded his fourth career triple-double with 18 points, 11 assists and 12 rebounds in a loss to the Los Angeles Clippers. He later underwent surgery on his ankle in April 2015. On October 28, 2015, Rubio scored a career-high 28 points in a season opening win over the Los Angeles Lakers. He later missed four games with a sore left knee, returning to action on November 17. On December 16, he recorded a near quadruple-double with 12 assists, 10 rebounds, 9 points and 8 steals in a loss to the New York Knicks. On December 30, he tied a career high with 17 assists in a 94–80 win over the Utah Jazz. Having recorded 14 assists two nights prior in a loss
</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.