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>
Hostages Drombeg stone circle, at the winter solstice, the sun sets into a v formed by two distant overlapping hills and makes an alignment with the altar stone and the two main uprights. Due to the nature of the site and the western hills, local sunset is c. 15:50. Beltany stone circle Beaghmore Stone Circles, a complex of early Bronze Age megalithic features, stone circles and cairns. Some archaeologists believe that the circles have been constructed in relation to the rising of the sun at the solstice, or to record the movements of the sun and moon acting as observatories for particular lunar, solar or stellar events. Three of the stone rows point to the sunrise at the time of the solstice and another is aligned towards moonrise at the same period. Israel Tel a-Sultan/Jericho Barkai, R. & Liran, R. (2008) “Midsummer sunset at Neolithic Jericho.” Time and Mind: The Journal of Archaeology, Consciousness and Culture 1/3: 273-84 Italy Alatri Nuraghe Kenya Namoratunga Korea Cheomseongdae, ancient observatory in Gyeongju, Republic of Korea. Malta Megalithic Temples of Malta Mnajdra Mexico Calakmul Cantona Cañada de la Virgen Casas Grandes Chichen Itza The Caracol is theorized to be a proto-observatory with doors and windows aligned to astronomical events, specifically around the path of Venus as it traverses the heavens. (Debated among specialists). The main pyramid El Castillo (the Temple of Kukulkan) displays the appearance of a snake "crawling" down the pyramid at the spring equinox (Unproven). Coba Dzibilchaltun, Spring equinox, the sun rises so that it shines directly through one window of the temple and out the other. Ikil, Hierophany where the sunrise on the day of the solar zenith transit aligns with the summit of Ikil Structure 1 as viewed from an observation point within Ikil Cave 1. Izamal Mitla Monte Alban, zenith tube Palenque La Quemada El Tajín Teotihuacan, the pecked-cross circles as survey-markers Tulum Uxmal, Venus alignment of the "Governor's Palace" Xochicalco, zenith tube Yagul Netherlands Funnel Beaker Culture megalith graves ("hunebedden") in the eastern Netherlands might be oriented on moonrises. North Macedonia Kokino Situated 1030 m above sea level on the Tatićev Kamen Summit near Kumanovo.(disputed) Pakistan Lahore Fort Peru Buena Vista Chankillo Cusco Machu Picchu Nazca Lines Choquequirao Ollantaytambo Portugal Almendres Cromlech Anta Grande do Zambujeiro Dolmen of Cunha Baixa Romania Sarmizegetusa Regia Russia Arkaim Spain Antequera Dolmens Site Peña de los Enamorados Dolmen of Menga Syria Rujm el-Hiri in the Golan Heights, territory occupied by . Sweden Ale's Stones Switzerland Columna Jovis Turkey Göbekli Tepe United Kingdom Ballochroy Boscawen-Un Winter Solstice sunrise out of the Lamorna Gap Bryn Celli Ddu – aligned with the summer solstice such that light illuminates a quartz rich stone at the back of the chamber Callanish Stones Maeshowe, it is aligned so that the rear wall of its central chamber, a rough cube of five yards square held up by a bracketed wall, is illuminated on the winter solstice. Prehistoric Orkney St Edward the Confessor's Church, Leek. Traditional site for observing a double sunset. Stonehenge (Generally accepted). Woodhenge United States America's Stonehenge in New Hampshire Anderson Mounds, Anderson, Indiana. Bighorn Medicine Wheel Cahokia, large Mississippian culture site with numerous solar and other alignments Cahokia Woodhenge, equinox and summer solstice sunrise/winter solstice sunset aligned timber circle Mound 72, summer solstice sunrise/winter solstice sunset aligned burial mound Casa Malpaís Archaeological Site, Springerville, Arizona. Summer solstice at noon and sunset. Chaco Canyon, cardinal orientations, meridian alignment, inter-pueblo alignments The 3-Slab Site atop Fajada Butte in Chaco Canyon, which marks the solstices. Chimney Rock Archaeological Area, near Pagosa Springs, Colorado Crack Cave at Picture Canyon (Colorado)
</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.