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>
was the subject of several pages of authors like David Rivera Moya, Roger Echavarria, Oliver Lis, Delimiro Moreno, Félix Ramiro Losada and Jorge Guebely. However, the label "movement" has been accepted by custom, though its definition has been as diverse and controversial. The Manifesto of The Papelipolas The First Manifesto of Papelípolas was a letter from Gustavo Andrade to Ramiro Bahamón, which was filed with the acquiescence of the group by the poet Silvia Lorenzo before nadaístas poets among others in Medellín in 1958. This manifesto was published in the first of three books published huilenses that (his first broadcast medium), edited by Gustavo Andrade, Concept of Grief of Julian Perez Polanía. Publications Input publications in literary tradition were undoubtedly the Notebooks Huila, achieved by successfully managing Gustavo Andrade Rivera to Intercol (International Petroleum Co.) and then the Echoes Magazine night baccalaureate José María Rojas Garrido with Angel Sierra Basto in the lead editorial in the year 1963 and 1964. Select publications: ANDRADE RIVERA, Gustavo, Huila Papers, Printing Department, Neiva [1958-1963] ANDRADE RIVERA, Gustavo, Remington 22 and other plays, Colombian Institute of Culture, Canal Ramirez, Bogotá, 1973 ANDRADE RIVERA, Gustavo, Gustavo Andrade Theatre Rivera, Huila Papers, # 3, Printing Department, sf, Neiva, 1972 Polanía PÉREZ, Julian, Notion of Grief, in "Journal Huila" # 1, Printing Department, Neiva, 1958 SIERRA BASTO, Angel [Victor Manuel Cortes Vargas] in Huila Papers, # 2, Printing Department, Neiva All six poets published in the Journal of the Huila. After the dissolution of the group were other publications, among which are: LUNA, Luis Ernesto, Memory of Silence. Poems. Journal of Cultural Extension Huilense Institute of Culture, Publishing Company of Huila, Neiva, 1988. SIERRA BASTO, Angel, Collection Apophoretas Menen Xenias and Laos, Luis Angel Arango Library, 1994, which would be expanded, illustrated and edited by Oliver Lis, with the biography of the poet in 2009. SILVA SILVA, Darius, The man who escaped from Hell, Editorial Good Seed, Bogotá, 1991. Dissolution The solution was placed according to a newspaper article from the 70's attributed to Luis Ernesto Suarez, about the year 1962, claim that we know is false, because the third Huilense Notebook that is the Angel Sierra Basto Dimensions is the year 1963, as Narration of the Living Faces of Julian Polanía Perez. The solution is given almost equal to the group Beat and beatnik, in the sixties, immersed in countercultural movements. It could happen in the year 1964, with the departure of Gustavo Andrade of Colombia to Costa Rica, hoping some of consecrated as playwright abroad (which succeeded being awarded the prize of the Paris Theatre, among others), or the death of Julian Perez Polanía in a car accident in 1965. Papelipolas, The Movie In 2013, the writer and filmmaker Oliver Lis and the Spanish producer Blanca Rosa de Aguilar, began shooting the film The Papelípolas, Twilight of a Poetic Generation with the survivors Armando Ceron Castillo and Dario Silva Silva. Colombian-French-Spanish production, attended by the former Minister of Justice of Colombia, Guillermo Plazas Alcid, the former governor of Huila, Julio Enrique Ortiz, and the writers Jorge Guebely Ortega and Delimiro Moreno, as the descendants of the poets. The film is part of what its author called Phenomenological Cinema. Sources HUILA'S HISTORY ACADEMY, Revista Huila – Órgano de la Academia Huilense de Historia, Vol. XI – edición N° 53, enero-junio de 2003, págs. 156 y s.s. HUILA'S HISTORY ACADEMY, Revista Huila – Órgano de la Academia Huilense de Historia, Vol. XIII – edición N° 58, diciembre de 2007. ANDRADE RIVERA, Gustavo, 'Cuadernos Huilenses', Departamental Publishing House, Neiva [1958-1963]. ANDRADE RIVERA, Gustavo, 'Remington 22 y otras piezas
</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.