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>
used by buses as parking/passenger waiting areas, and not equipped with buildings and other facilities. There are at least four bus companies taking the Manila-Maasin route: Philtranco, DLTB, Ultrabus, and CUL. Bachelor takes the Ormoc-Maasin-Davao route. From the Maasin City, by land, it takes approximately five hours to travel to Tacloban City; twenty three hours to Pasay City or Quezon City; and, nineteen hours to Davao City via Liloan ferry boat. Power / Energy The principal source of power / electricity in Southern Leyte is the Tonongan Geothermal Power Plant in Ormoc via National Power Corporation through the Southern Leyte Electric Cooperative (SOLECO). The major power transmission lines in the province emanate from 69 kV Tolosa, Leyte which is connected to 69 kV Bontoc, Southern Leyte then to Maasin City, and 69 kV Baybay, Leyte to Maasin City in case of power failure. A mini-hydro electric power plant in Hinabian, Catmon, St. Bernard was developed with a capacity of 810 KW to serve the Pacific towns particularly St. Bernard and San Juan. A major breakthrough in power generation is the Southern Leyte Geothermal Project in San Juan with a capacity of 50-100 megawatts commissioning in year 2003. It is anticipated to sustain an estimated economic life of 25 years. Activities involving Pre-operation Phase was already initiated. Communication Postal communication system is the major means of communication in all municipalities of the province. There are five telephone exchange companies operating in the province to provide domestic and international calls namely PLDT, PT&T, RCPI/Bayan Tel, Evtelco, and the Bureau of Telecommunications (Butel); two AM radio stations - DYSL in Sogod, and DYDM in Maasin City. Other modes of communication include SSB radios for government offices, and cellular phones for government and private entities. TV5, GMA Network and ABS-CBN operate upcoming TV station in the city. Health Facilities In 1996, the health and medical needs of the province were provided by eight government hospitals, six private hospitals and clinics, twenty rural health units or municipal centers, ninety three health stations, and ten outpatient private clinics. The total bed capacity of government hospitals is 265 while that of the private is 110. A current tally of health facilities in the province is still being determined. Maasin City also knowned to be the no-smoking capital city in Eastern Visayas. Diocese of Maasin On August 14, 1968, the Diocese of Maasin was canonically erected through a papal decree issued March 23, 1968. In June of the same year, the Most Reverend Vicente T. Ataviado, D.D. who was up to then a parish priest of Masbate, Masbate, was appointed as its first bishop. He was consecrated on August 8, 1968, and installed as the First Bishop of Maasin on August 14 at Our Lady of Assumption Parish Church in Maasin, the capital of Southern Leyte. From 1595 to 1910, the area which now comprises the Diocese of Maasin belonged to the diocese of Cebu. From 1910 to 1937 it belonged to the Diocese of Calbayog. From 1937 to 1968 it came under the jurisdiction of the Diocesan of Palo in Leyte. Today it is a suffragan of the Archdiocese of Cebu. The diocese comprises the entire province of Southern Leyte, and the towns of Matalom, Bato, Hilongos, Hindang, Inopacan and Baybay in the province of Leyte, with the Maasin Parish Cathedral as the seat of the diocese. Distributed within its 2,505 square kilometers of land are 38 parishes and 1 quasi-parish. To facilitate administration these parishes have been grouped under 6 vicariates. In recent years, awareness of their potent role in the local church has been perceived
</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.