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>
Take the Heat off Me Take the Heat Off Me is the debut album by Euro-Caribbean group Boney M.. The album became a major seller outside of the United States, where the album just missed making the chart. Includes the hits "Daddy Cool" (#65 on the Billboard Hot 100, #11 on the Club Play Singles chart), "Sunny" and "Baby Do You Wanna Bump". The title – track is the cover of the 1974 Italian hit Nessuno mai (No one ever), sung by the Sicilian artist Marcella Bella and written by her brother Gianni Bella with Giancarlo Bigazzi. Track listing Side A: "Daddy Cool" (Frank Farian, George Reyam (Hans-Jörg Mayer)) – 3:29 "Take the Heat Off Me" (Bigazzi, Gianni Bella) – 4:47 "Sunny" (Bobby Hebb) – 4:03 "Baby Do You Wanna Bump" (Zambi (Frank Farian)) – 6:53 Side B: "No Woman, No Cry" (Vincent Ford, Bob Marley) – 4:59 "Fever" (Eddie Cooley, John Davenport) – 4:00 "Got a Man on My Mind" (Frank Farian, Fred Jay) – 3:25 "Lovin' Or Leavin'" (Frank Farian, Fred Jay) – 4:29 Alternative album editions UK & US – track A4: "Help Help" (Farian) – 6:05. Additional track information "Take the Heat off Me" and "Lovin' or Leavin'" had previously been recorded by another Farian-produced artist Gilla on her 1975 album Willst du mit mir schlafen gehn?. Gilla would furthermore record German versions of "Sunny" and "No Woman No Cry" on her Zieh mich aus album later that year, using the same backing tracks. "Got a Man on My Mind" was rewritten from Farian's "Am Samstagabend" which was the B-side of his 1976 hit single "Rocky". Personnel Liz Mitchell – lead vocals (tracks A3, B1, B2 & B3) backing vocals Marcia Barrett – lead vocals (tracks A2 & B4), backing vocals Frank Farian – lead vocals (track A4), backing vocals The Rhythm Machine – musicians Gary Unwin – bass guitar Keith Forsey – drums Nick Woodland – guitar Thor Baldursson – keyboards Production Frank Farian – producer Steven Hammer (Stefan Klinkhammer) – arranger, conductor Recorded at Union Studios, Munich and Europasound Studios, Frankfurt Release history UK: Atlantic Records K 50314. US: Atco Records Atco (LP) SD 36–143. Germany: Hansa Records 27 573 OT. CD releases Germany 1994: BMG 74321 21271 2. EU & US 2007: Sony BMG 88697-08260-2. Bonus tracks: "New York City" – 3:30, "Perfect" (Liz Mitchell solo single B-side, 1977) – 3:16. Single releases UK 7" "Baby Do Wanna Bump" (Part I) – 3:35 / "Baby Do You Wanna Bump" (Part II) – 3:00 (Creole Records CR 119, 1975) "Daddy Cool" – 3:27 / "No Woman, No Cry" – 4:59 (Atlantic Records K10827, 1976) "Sunny" – 4:01 / "New York City" (Farian / Klinkhammer / Reyam) – 3:42 (Atlantic K10892, 1976) 12" "Daddy Cool" – 3:27 / "No Woman, No Cry" – 5:03 (Atlantic K10827, 1976) "Baby Do Wanna Bump" (Part I) – 3:35 / "Baby Do You Wanna Bump" (Part II) – 3:00 (Creole CR 12119, 1978) US 7" "Baby Do Wanna Bump" (Part I) – 3:35 / "Baby Do You Wanna Bump" (Part II) – 3:00 (Music America International 4001 A, 1976) "Daddy Cool" – 3:27 / "Lovin' Or Leavin'" – 4:31 (Atco Records 7063, 1976) "Sunny" – 4:01 / "New York City" – 3:42 (Atco 7080, 1976) 10" "Baby Do You Wanna Bump" – 7:42 / "Baby Do You Wanna Bump" – 7:42 (Music America International 4001 C BW, 1976) Germany 7" "Baby Do Wanna Bump" (Part I) – 3:35 / "Baby Do You Wanna Bump" (Part II) – 3:00 (Hansa Records 13 834 AT, 1975) "Daddy Cool" – 3:27 /
</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.