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>
Honda HR-V The Honda HR-V is a subcompact, front-engine, four passenger, front- or all-wheel drive crossover SUV, manufactured and marketed by Honda over two generations. The first generation HR-V was based on the Honda Logo; was marketed from 1999-2006 in Europe, Japan and select Asia-Pacific markets — and featured three doors (1999-2003) or five doors (1999-2006). The two configurations were internally designated GH2 and GH4 respectively. After a hiatus between 2006 and 2013, Honda reintroduced the nameplate for the second generation HR-V, based on the third-generation Honda Fit. Production began in late 2013 for the JDM (as the Vezel) and in 2015 in North America, Australia, Brazil and select Asian markets as the HR-V. At its introduction, Honda said the nameplate HR-V stood for Hi-rider Revolutionary Vehicle. First generation (1999–2006) The HR-V debuted as the J-WJ concept, one of the four concepts in Honda's J-Mover Series unveiled at the 1997 Tokyo Motor Show and the 1998 Geneva Motor Show. With minimal changes from the concept, the HR-V was marketed exclusively in Japan via Honda's Verno dealership network, aimed at a young demographic. The HR-V was subsequently marketed in Europe with either a Honda D16W1 type 1.6L SOHC or a four-wheel drive SOHC VTEC Honda D16W5 type engine. A continuously variable transmission was optional. The HR-V shared its platform with the Honda Logo, and was manufactured in Suzuka, Japan. The all-wheel drive configuration was initially available in a three-door body in February 1999 and was internally designated the GH2. In September 1999, Honda introduced a front-wheel drive, three door variant. Five door models were designated GH4 and were introduced in March 2000. At this time, Honda offered a 123bhp VTEC engine option for both the three and five-door four-wheel drive models. Neither a five-door front-wheel drive, or a front-wheel drive model with the VTEC engine were marketed. The five-door was 110 mm longer overall, with a 100 mm longer wheelbase (2460 mm). Suspension on all models was via MacPherson strut front suspension and a five-link De Dion-type rear suspension. In advance of European pedestrian protection legislation, the HR-V was designed to minimize pedestrian injuries in the event of an impact. Equipment featured ABS brakes with EBD (electronic brakeforce distribution), dual SRS (supplemental restraint system) airbags, as well as folding power mirrors, power windows, folding rear seats, power steering, heat absorbing glazing, air conditioning, front fog lights and a rear spoiler with an LED center high-mounted brake light. A 285 litre cargo area was equipped with cargo hooks, a subdivided underfloor compartment, and 50:50 split-fold rear seats. Options included body colour roof rails and a large rear roof spoiler. The Real Time 4WD system, shared with the CR-V, uses a dual hydraulic pump rear differential where the 4WD system is hydraulically activated when the front wheels lose traction. The HR-V was noted for its low nitrous oxide emissions. The HR-V received exterior and interior revisions for model year 2002. Second generation (2015–present) The HR-V's body utilizes 27% ultra-high-strength steel grades, of either of 780, 980 or 1,500 MPa yield strength. North America The second-generation Honda HR-V debuted at the 2014 New York International Auto Show as a concept car, with the production model unveiled later at the 2014 LA Auto Show. The HR-V was introduced in the United States in 2015 as a 2016 model. It shares the same platform as the third-generation Fit and is largely identical to the Vezel, which went on sale in Japan in December 2013. HR-V will be smaller than both CR-V and Pilot, again (after the demise of Element) giving Honda a model range with three
</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.