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>
and Ailill Molt (died c. 482), even by the 5th century the gens was giving way to kinship all over Ireland, as both men were identified as of the Uí Enechglaiss and Uí Fiachrach dynasties, not of tribes. By 700, moccu had been entirely replaced by mac and hua (later Mac and Ó). During the mid-8th century, what is now County Clare was absorbed into Thomond by the Déisi Tuisceart. It has remained a part of the province of Munster ever since. The name Connacht arose from the most successful of these early dynasties, The Connachta. By 1050, they had extended their rule from Rathcroghan in north County Roscommon to large areas of what are now County Galway, County Mayo, County Sligo, County Leitrim. The dynastic term was from then on applied to the overall geographic area containing those counties, and has remained so ever since. See also: Cath Maige Mucrama – epic concerning a battle that took place between Athenry and Clarenbridge Goidelic substrate hypothesis – concerning pre-Gaelic languages of Ireland Esker Riada – used as one of the principal prehistoric Irish roadways, the Sli Mor, Hibernia – Ireland in Greek and Roman accounts Insular art – post-Roman native art of Ireland and Great Britain Medb – legendary Queen of Connacht Táin Bó Cúailnge – Irish epic, partly set in Connacht Táin Bó Flidhais – Irish epic, set in Erris Trícha cét – Gaelic territorial unit Túath – Gaelic social/political division Kingdom of Connacht The most successful sept of the Connachta were the Ó Conchobair of Síol Muireadaigh. They derived their surname from Conchobar mac Taidg Mór (c. 800 – 882), from whom all subsequent Ó Conchobair Kings of Connacht descended. Conchobar was a nominal vassal of Máel Sechnaill mac Máele Ruanaid, High King of Ireland (died 862). He married Máel Sechnaill's daughter, Ailbe, and had sons Áed mac Conchobair (died 888), Tadg mac Conchobair (died 900) and Cathal mac Conchobair (died 925), all of whom subsequently reigned. Conchobar and his sons' descendants expanded the power of the Síol Muiredhaigh south into Uí Maine, west into Iar Connacht, and north into Uí Fiachrach Muaidhe and Bréifne. By the reign of Áed in Gai Bernaig (1046–1067), Connacht's kings ruled much what is now the province. Yet the Ó Conchobair's contended for control with their cousins, the Ua Ruairc of Uí Briúin Bréifne. Four Ua Ruairc's achieved rule of the kingdom – Fergal Ua Ruairc (956–967), Art Uallach Ua Ruairc (1030–1046), Áed Ua Ruairc (1067–1087), and Domnall Ua Ruairc (1098–1102). In addition, the usurper Flaithbertaigh Ua Flaithbertaigh gained the kingship in 1092 by the expedient of blinding King Ruaidrí na Saide Buide. After 1102 the Ua Ruairc's and Ua Flaithbertaigh's were suborned and confined to their own kingdoms of Bréifne and Iar Connacht. From then till the death of the last king in 1474, the kingship was held exclusively by the Ó Conchobair's. The single most substantial sub-kingdom in Connacht was Uí Maine, which at it maximum extant enclosed central and south County Roscommon, central, east-central and south County Galway, along with the territory of Lusmagh in Munster. Their rulers bore the family name Ó Ceallaigh; its spelling sometimes varying slightly from scribe to scribe. Though the Ó Ceallaigh's were never elevated to the provincial kingship, Uí Maine existed as a semi-independent kingdom both before and after the demise of the Connacht kingship. Notable rulers of Uí Maine included Máine Mór (c. 357? – 407?) Marcán mac Tommáin (died 653) Tadhg Mór Ua Cellaigh (reigned 985–1014) Conchobar Maenmaige Ua Cellaigh (r. 1145–1180) Tadhg Ó Cellaigh (died 1316) William Buidhe Ó Cellaigh
</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.