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>
Ibrahim Coulibaly Ibrahim Coulibaly (24 February 1964 – 27 April 2011) was a military and rebel leader in Côte d'Ivoire. A Staff Sergeant in the Armed Forces of Côte d'Ivoire, Coulibaly had served since at least the early 1990s. As Côte d'Ivoire slid into communal conflict, Coulibaly joined the 1999 coup led by Robert Guéï. A second coup, following 2000 elections that made Laurent Gbagbo President, saw Coulibaly in a leadership position, after which he came into conflict with fellow military leader Guillaume Soro. During the ensuing eight years of division in the country, Coulibaly came into conflict with both sides, eventually returning to lead an Abidjan-based militia supportive of Alassane Ouattara. Following the end of fighting, Coulibaly was killed in Abidjan by Ouattara's forces during an attempt to disarm his group. Known popularly as "IB", he was 47 years old at the time of his death. Early career Ibrahim Coulibaly was born in 1964 in Bouaké, Côte d'Ivoire. He entered the Armed Forces of Côte d'Ivoire in 1985, rising to the rank of Staff-Sergeant. In the early 1990s Coulibaly attracted attention within the military as a soldier and as a basketball player, and was promoted to the bodyguard unit of Prime Minister Alassane Ouattara. Here he became involved in politics and came to meet higher-ranking officers who would eventually be involved in the 1999 Ivorian coup d'état. 1999 coup Ibrahim Coulibaly became known as one of the leaders of the December 1999 coup that deposed President Henri Konan Bédié and brought military leader Robert Guéï to power. It was Guéï who first appointed Coulibaly to a political position, naming him military attache to the Ivorian Ambassador to Canada. When it became clear Guéï wished to continue in power after planned elections, a September 2000 assassination attempt was reputedly planned by members of the military. Coulibaly, implicated in the plot, fled the country. Ivorian Civil War The contentious October 2000 elections, in which Ouattara was disqualified, thwarted Guéï's attempt to remain in power and made Laurent Gbagbo President of Côte d'Ivoire. Continued tensions of citizenship and ethnicity, like those that led to the 1999 coup, saw another failed coup attempt in January 2001. Coulibaly was again implicated and fled to Burkina Faso, where he and other opponents of the Gbagbo government were sheltered by regional rival Blaise Compaore. In September 2002 Coulibaly returned to the north of Côte d'Ivoire, helping lead a partially successful coup against Gbagbo's government. Coulibaly's faction, one of many on the rebel side, held territory in and around Bouaké before both sides fell into a stalemate that became the First Ivorian Civil War. Various factions were uneasily united in the northern-based Forces Nouvelles de Côte d'Ivoire, led from Bouaké. In August 2003 he was arrested in Paris under suspicion of seeking to destabilize the Ivorian government, but he was released on bail in September. In June 2004 fighting broke out between his followers and those of rival rebel commander Guillaume Soro. In January 2005 Coulibaly expressed support for efforts by the African Union at mediating the political crisis. Coulibaly's associates were allegedly responsible for the assassination attempt on Ivorian Prime Minister Guillaume Soro in June 2007. On December 30, 2007, the New Forces (former rebels) accused Coulibaly of attempting a coup on the night of December 27–28. It said that he had moved towards the Côte d'Ivoire-Ghana border to "join his accomplices" on that night; he had previously been staying in Cotonou, Benin, but was ordered to leave Benin by that country's government for allegedly working to destabilize Côte d'Ivoire. A clash on that night in
</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.