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>
Alejandro Peña Esclusa Alejandro Peña Esclusa (born 3 July 1954) is a Venezuelan politician, leader of the Venezuelan NGO Fuerza Solidaria and president of the NGO UnoAmérica. A former member of the LaRouche movement, in the 1980s he co-founded the Partido Laboral Venezolano (PLV, Venezuelan Labor Party) as the Venezuelan branch of LaRouche's International Caucus of Labor Committees. He has twice run for the Presidency, was a columnist for the newspapers Últimas Noticias and Diario de Caracas, and has been a correspondent for Argentina's La Nueva Provincia. He has campaigned against the Foro de São Paulo since the mid-1990s, and in 2008 set up UnoAmérica as its "ideological antithesis". He has opposed Venezuelan President Hugo Chávez since the mid-1990s. In 2010 Peña Esclusa was arrested after the Salvadoran Francisco Chávez Abarca was arrested in Venezuela. Opposition groups say the arrest is for political reasons. Early life Peña Esclusa was born 3 July 1954 in Washington, D.C., the son of a Venezuelan Army General, Enrique Peña Briceño. He graduated in mechanical engineering from the Universidad Simón Bolívar in 1977, and in 1980 obtained a postgraduate degree in finance from the Instituto de Estudios Superiores de Administración (IESA). In 1978 he won the national karate championships, and in 1981 gained a civil aviation licence. He married Indira Ramírez in 1989, and had three daughters. Political career Early years Peña Esclusa dates his political awakening to 1984, when he investigated the beliefs of various political parties with the aim of joining one, but found none satisfactory. In 1985 he helped distribute Lyndon LaRouche's book Narcotráfico, S.A. ("Dope, Inc."), and by 1988 he was the leader of the Partido Laboral Venezolano (PLV, Venezuelan Labor Party), a party which he co-founded as the Venezuelan branch of LaRouche's International Caucus of Labor Committees, modelled on LaRouche's U.S. Labor Party. According to Agencia Venezolana de Noticias he split with LaRouche in 1988, when LaRouche was imprisoned in the United States, while LaRouche's Executive Intelligence Review dated the split to spring 1998, describing him as a "LaRouche movement deserter" in 2009. Peña Esclusa himself dates the split to 1995. In 1997 the Stephen Roth Institute wrote that "Anti-Semitic propaganda is also disseminated by the Partido Laboral Venezolano (Venezuela Workers' Party), an affiliate of the Lyndon LaRouche cult." Opposition to Chávez According to his wife, Alejandro Peña Esclusa has been an opponent of Hugo Chávez ever since he denounced Chávez for being a front man for Fidel Castro in a 1994 book. He published an article in 1995 attacking the Foro de São Paulo, which Chávez' Fifth Republic Movement joined that year. Peña Esclusa entered the 1998 Venezuelan presidential election as a candidate for the Partido Laboral Venezolano (PLV), and was also a candidate on another occasion. Announcing his candidacy in July 1998, with Chavez already the front runner, he aimed to denounce Chavez and warn of the dangers of electing him. On 28 July 2000 Peña Esclusa formally accused Chávez of treason, denouncing him to the Attorney General, which rejected the claim. In May 2001 Peña Esclusa founded the NGO Fuerza Solidaria. This organization coined the slogan "no to cubanization", and organised a range of political protests against Chávez, including a demonstration in front of the Cuban embassy. In February 2002 Peña Esclusa, on behalf of Fuerza Solidaria, called for the general strike being organised to be indefinite, until Chávez resigned. Following the mass demonstration of April 11, 2002, and the 2002 Venezuelan coup d'état attempt that resulted, he was briefly detained on suspicion of links to military officers allegedly involved. According to the Latin American Weekly Report,
</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.