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>
2002 TV Guide NZ Television Awards The 2002 TV Guide NZ Television Awards were staged on Saturday 29 June 2002 in Auckland, New Zealand. Honouring excellence in New Zealand television for the previous year, the awards were sponsored by New Zealand TV Guide magazine, the final year of its eight-year period as a naming-rights sponsor of the awards. As there had been no awards in 2001, the 2002 awards also covered the 2001 awards period. The awards ceremony was not broadcast on television. Nominees and winners Awards were given in 37 categories, including two people's choice awards – Best New Programme and Best Presenter. Best Children's Programme Coke Smokefree Rockquest, Richard Hansen (Screentime-Communicado)jessie.com, Janine Morrell (Whitebait Productions) Pukana, Nicole Hoey & Matai Smith (Cinco Cine Film Productions)Best Documentary1951, John Bates (Bates Productions)Big, Philippa Mossman (Greenstone Pictures) Numero Bruno, Nicola Saker (La Hood Productions)Best Drama ProgrammeFish Skin Suit, Larry Parr & Julian Arahanga (Kahukura Productions)Clare, Dave Gibson (Gibson Group) Staunch, William Grieve & Keith Hunter (Hunter Productions)Best Drama Series or SerialBeing Eve, Vanessa Alexander (South Pacific Pictures)Mercy Peak, John Laing (South Pacific Pictures) Street Legal, Chris Hampson (ScreenWorks)Best Entertainment ProgrammeWhat Now? 20th Anniversary Special, Tony Palmer (TVNZ)2001 Montana Wearable Art Awards, Ron Pledger (TVNZ) Pacifica Beats 2000, Greg Mayor (TVNZ)Best Entertainment SeriesPolyfest 2001, Claudette Hauiti (Front of the Box Productions)A Game of Two-Halves, Nick Tapper (Touchdown Television) Mo Show, Mark Williams & Otis Frizzell (XSTV)Best Documentary SeriesCaptain's Log, Gresham Bradley & John A. Givins (Livingstone Productions)The Big Art Trip, Janice Finn (Screentime-Communicado) Pioneer House, Miranda Grace (Touchdown Television)Best Factual SeriesCountry Calendar, Frank Torley/Country Calendar Production Team (TVNZ)Babies, Bettina Hollings & Bronwen Stewart (Imagination Television) It's Your Money, Derek Stuart (Touchdown Television)Best Lifestyle SeriesTravel.co.nz, Tash Christie (Screentime-Communicado)Mitre 10 DIY Rescue, Julie Christie (Touchdown Television) Taste New Zealand, Leonie Mansor & Chris Wright (TVNZ)Best Comedy ProgrammeSpin Doctors, Tony Holden (Comedia Pictures) An Audience with the King, Mike King & Eric Derks (At Least Ya Havin' A Go) Willy Nilly, Judith Trye & John Gilbert (Big House) Xena: Warrior Princess "Lyre Lyre Hearts on Fire", Chloe Smith & Robert Tapert (Pacific Renaissance Pictures)Best Sports ProgrammeFight For Life, John McDonald (TV3)Shell Helix Motorsport – V8 Supercars Pukekohe, David Turner & Stephen Coates (TVNZ – One Sports) Fisher & Paykel Series Netball NZ vs Australia, Stephen Coates (TVNZ – One Sports) Best Maori ProgrammeWhanau, Tumanako Productions & Greenstone PicturesSomeone Else's Child, Rhonda Kite (Kiwa Productions) The Truth About Maori, Rhonda Kite (Kiwa Productions)Best Maori Language ProgrammeHe Tohunga Whakairo, Toby Mills for Tawera Productions & Moana Maniapoto for Black Pearl Productions)Ahorangi 2000, Derek Wooster (TVNZ) Ahorangi Ruamano, Maria Amoamo & Paora Maxwell (Te Aratai Productions)Best ActressMamaengaroa Kerr-Bell, Staunch (Hunter Productions)Robyn Malcolm, Clare (Gibson Group) Sara Wiseman, Mercy Peak (South Pacific Pictures)Best ActorTamati Te Nohotu, Staunch (Hunter Productions)Jay Laga'aia, Street Legal (ScreenWorks) Jeffrey Thomas, Mercy Peak (South Pacific Pictures)Best Supporting ActressAlison Bruce, Mercy Peak (South Pacific Pictures)Jan Fisher, Mercy Peak (South Pacific Pictures) Madeleine Sami, Fish Skin Suit (Kahukura Productions)Best Supporting ActorTim Balme, Mercy Peak (South Pacific Pictures)Stuart Devenie, Jack of All Trades "Croquey in the Pokey" (Pacific Renaissance Pictures) John Katipa, Staunch (Hunter Productions)Best Juvenile Actor/ActressRose McIver, Xena: Warrior Princess – Little Problems (Pacific Renaissance Pictures)Rachel Batty, Fish Skin Suit (Kahukura Productions) Luke Tarei, Fish Skin Suit (Kahukura Productions)Best Entertainment/Comedy PerformanceSean Duffy, Willy Nilly (Big House)Mark Hadlow, Willy Nilly (Big House) Mike King, An Audience with the King (At Least Ya Havin' A Go)Best Script Drama ProgrammeToa Fraser & Keith Hunter, Staunch (Hunter Productions)Briar Grace Smith, Fish Skin Suit (Kahukura Productions)Best Script, Drama SeriesGavin Strawhan, Mercy Peak (South Pacific Pictures)Maxine Fleming, Being Eve (South Pacific Pictures) Greg
</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.