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>
of the Baladites Order (after the split of the Order into two Orders: Baladites and Halabites). Father Abdallah was consecrated Bishop on 20 May 1742 by the Bishop Tubiya Al Khazin ( future Patriarch 1756–1766). This consecration was done in a context of conflict over the succession of Patriarch Yusuf Dargham Al Khazin between Tubiya Al Khazin and Ilyas Muhasib. This conflict was eventually settled by the Vatican by the election of Simaan Awwad and the confirmation of the consecration of Bishop Abdallah Habqouq. Bishop Abdallah is mentioned as a signatory of a legal document in his capaity of bishop in 1744, next to the name of the Patriarch Simaan Awwad. Apparently Bishop Abdallah sided with the Halabites faction of the Order as no records for his death are found in the Baladites faction archives. Bishop Abdallah died on 7 August 1758 in Kfarsghab and is buried in Saint Awtel Church. The Khouriyyeh family Allied to the Abou Mansour family, the origin of this family could be traced to Aqoura, in the mountains of Jbeil. Its date of arrival in Kfarsghab is difficult to estimate. But given the fact that a Sheikh Hanna son of Rizk (from the Khourriyeh family) is cited in the records of the Court of Tripoli for the year 1761, this family had been settled in Kfarsghab for some time, most probably in the first part of the 18th century. The bourgeois Sheikhs rise (1761–1772) The major event of the eighteenth century for Jebbet Bsharri happened in 1761 when Abou Youssef Elias from Kfarsghab, along with Hanna Al Daher from Bsharri, Gerges Boulos El Douaihy from Ehden and Abou Sleimane Aouad from Hasroun, took all together the direct collection of the taxes of Jebbet Bsharri from the Governor of Tripoli, Osman Pacha the Georgian. They were helped by some of the traditional Sheikhs who guaranteed at the Court of Tripoli the payment of the taxes. It was the first serious defeat of the Hamadeh in this century and the rise of a new generation of local Maronite Sheikhs, called here Bourgeois Sheikhs. But the Hamadeh counter-attacked, helped most probably by local people from Bsharri and Hasroun. In their struggle against the Hamadeh that lasted from 1760 till 1772, the bourgeois Sheikhs of Jebbet Bsharri got the support of the Governors of Tripoli, Osman Pasha and his son Mohammad Pasha, of the Sunnite Sheikhs of Danniyeh and of the Sheikhs of Zawiyeh. In 1763, the ambitious Emir Youssef Al Shihabi (ruled afterwards Mount Lebanon from 1770 to 1789) installed in the Jbeil region and being himself in conflict with the Hamadeh, profited from the difficulties of the Bourgeois Sheikhs and maneuvered to take from them the collection of taxes in Jebbet Bsharri. He contracted an alliance with the Bourgeois Sheikhs and confirmed their privileges in the tax collection of their districts as well as their right to claim the abandoned properties of the Hamadeh (Baklik). The fight with the Hamadeh will continue for 12 years. It will lead to their eviction from the whole region and to their final defeat in 1772. The Emir Youssef Al Shihabi, and his Shihabis successors, will have the direct rule of Jebbet Bsharri for almost one century from 1763 till 1844, helped by the new generation of Bourgeois Village Sheiks of Jebbet Bsharri: El Douaihy, Estephane, Awwad and Daher, but also Khattar and Issa Al Khoury. In 1761, the guarantor of Abou Youssef Elias was a certain Sheikh Hanna son of Rizk from Kfarsghab. This family appeared as sheikhs of Kfarsghab for the first time. Apparently, Abou Youssef Elias was representing
</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.