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>
(Best producer for The Bomb) Monica Sheridan (Individual award for her cookery programme) 1964 Television Bunny Carr (Presenter of Teen Talk) Paddy Jennings (Editor of On The Land) Paddy Crosbie ("for his many amusing and entertaining contributions to Telefís Éireann") Brian Cleeve (script and narration on Discovery) Jim Norton (acting performance in Solo series) 64 (current affairs series) Alan Pleass (design of Letter from the General) Chloe Gibson (producer of The Importance of Being Oscar) The Great War, (BBC series) Micheál MacLiammóir (acting performance in The Importance of Being Oscar) 1965 Television Wesley Burrowes (contributions to Telefís Éireann's Drama Department) James Plunkett (writer and producer of Many Happy Christmases episode of The Life and Times of Jimmy O'Dea) Gerry Murray (producer of TV coverage of the 1965 Irish General Election) Tom McGrath (producer of Irish National Song Contest) Fionnula Flanagan (acting performance in An Triail ) Eoin Ó Súilleabháin (presenter of Labhair Gaeilge Linn) Peter Watkins (writer and director of Culloden)1966 Television Michael Viney (maker of documentary Too Many Children) Frank Hall (editor of Newsbeat) Lelia Doolan (producer of The Plough and the Stars) May Cluskey (acting performance in Tolka Row and The Plough and the Stars) Eamonn Keane (acting performance in When do you die, Friend?) Justin Keating (writer and presenter of Telefís Feirme) Stuart Hetherington ("for his outstanding film work") Andreas Ó Gallchóir (producer of On Behalf of the Provisional Government) Golden Trophy RTÉ Sports Department 1967 Television John Cowley (acting performance in The Riordans) John Healy (scriptwriter for Headlines and Deadlines) Telefís Scoile (factual programme) Muiris Mac Conghail (producer of 7 Days)Amuigh Faoin Spéir (wildlife programme)The Forsyte Saga (BBC adaptation) 1968 Television Marie Kean (for her acting performance in Samuel Beckett's Happy Days) Rev. Romuald Dodd O.P. (for the high standard of religious programmes) Brian Farrell (presenter of 7 Days) Augustine Martin (presenter of Telefís Scoile programme on English literature) Jeremy Sandford (writer of Cathy Come Home) 1969 Radio Diarmuid O Muirithe (presenter of Idir Shugradh is Dairire) Andy O'Mahony ("for his consistently high standard in broadcasting and presentation") Noel O Briain (producer of Judas Iscariot agus a Bhean) Maire Ni Mhurchu ("for the intuitive sympathy she shows towards those to whom she talks and the manner in which she conveys her enjoyment in broadcasting") Ciarán Mac Mathúna ("for his work in the discovery and conservation of traditional Irish music") Mike Burns (news and current affairs) Dr. A. J. Potter (composer of Sinfonia de Profundis) Television Kevin O'Kelly (commentator on Apollo 11 moon landing) Brian Mac Lochlainn (producer of Oileán Tearmainn) Donall Farmer (producer of Looking into Drama) Aideen O'Kelly (acting performance in Oileán Tearmainn) James Plunkett (producer of Anthology, arts programme) Hugh Leonard (scriptwriter on TV adaptations of Nicholas Nickleby and Wuthering Heights) 1970s 1970 Radio Rick Walshe John Bowman Pat Sweeney Rhoda Coghill P. J. O'Connor Aidan Grennell Television John O'Donovan Bil Keating Tony Barry Lord Kenneth Clark Gay Byrne 1971 Radio Eamonn Keane (radio drama) Liam Nolan ("for his achievement in improving the prestige of sound broadcasting") Liam Hourican (reports on Northern Ireland)Sunday Miscellany (magazine programme) Television Brian Mac Lochlainn (producer of A Week in the Life of Martin Cluxton) Canon J. G. McGarry (contributor to Outlook, religious series) Michael Ryan (presenter of Enterprise) Alpho O'Reilly (designer of 1971 Eurovision Song Contest) Golden Trophy Gay Byrne 1972 Radio Gene Martin (producer) Jimmy Magee (sports commentator) Tom McGurk (documentary maker) Micheál Ó Conaola (documentary maker) Rosaleen Linehan (Get an Earful of This) Television Pan Collins (researcher on The Late Late Show) Noel Smyth (producer of Encounter) Rory O'Farrell (film editor of Belfast 1972) Mike Twomey
</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.