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>
Gowa Regency Gowa (Makassar language : ) is a regency in the province of South Sulawesi, Indonesia. It has an area of 1,883 km² and a population of 652,329 at the 2010 Census. The majority of the Regency (the western eleven districts, with over 76.6% of the regency's population) lies within the official metropolitan area of the city of Makassar, including the regency's administrative capital at Sungguminasa. The hill resort of Malino is within the eastern (non-metropolitan) part of the regency. Administration The regency is divided into eighteen districts (kecamatan), tabulated below with their 2018 Census population. The first eleven of the eighteen districts tabulated above lie within the official metropolitan area of the city of Makassar; the remaining seven districts lie outside that area. History See Early history of Gowa and Talloq and Sultanate of Gowa Geography Gowa is located at 12°38.16'E Longitude of Jakarta and 5°33.6'E longitude of the North Pole. While the location of the region his administration between, 12°33.19 'to 13°15:17'E longitude and 5°5' to 5°34.7'S latitude of Jakarta. Regency is located in the southern part of South Sulawesi province is bordered by 7 Regency / City else, namely in the north bordering the city of Makassar and Maros. In the east with Sinjai, Bulukumba and Bantaeng. On the South side is bordered by Takalar and Jeneponto whereas in the west with the city of Makassar and Takalar. The total area is 1883.33 km2 Gowa or equal to 3.01% of the area of South Sulawesi province. Gowa regency is divided into 18 sub-district by the number of Village / Sub definitive amount to 167 and 726 Hamlet / Environment. The Bili-Bili Dam, located about 30 km from Makassar, was completed in 1998. Economy Mining Mineral deposits, group C along the Watershed (DAS) Jenebarang, such as sand, stone and gravel hereditary able to provide for the surrounding population. The contribution of this sector in economic activity in 2000 amounting to Rp.105,4 billion, or 9.13 percent, but the contribution of this sector to the Regency Government's treasury is significant. In fiscal year 2001, the district government is targeting Rp. 2.03 billion of tax excavated material to fill a class C revenue (PAD). Quarrying activities is quite large because in addition to the availability of material from the DAS, there is also a mountain stone and clay. The trucks are passing transporting this material along protocol roads connecting with Gowa Makassar. Excavated material is capable of providing for cash receipts, Gowa regency. Pos dominates income tax up to 65 percent in the 2001 fiscal year revenue in the amount of Rp. 3.11 billion. Agriculture Gowa real potential is agriculture. The main job of the regencies in 2000 per capita income of Rp. 2.09 million are farming, with food crops sub-sector as the mainstay. The agricultural sector contributed 45 percent or Rp. 515.2 billion. Paddy fields were less than 20 percent (3,640 hectares) of the total land area of the regency is able to provide sufficient results. Production of various agricultural crops such as rice and other crops, horticultural crops to be excellent. Sub-districts in the highlands like Parangloe, Bungaya and especially Tinggimoncong a vegetable producing center. The most widely cultivated vegetables are potatoes, cabbage, mustard, onion and beans. Per year, the harvest of vegetables exceed 5,000 tons. Vegetables of Gowa Makassar city is able to meet the market and its surroundings, even to the island of Borneo and the Maluku through the port of Pare Pare and Port Mamuju. In addition to farming vegetables that have a short growing season, farmers Gowa also many who farm crops longevity. One
</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.