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>
similarities with the present plant in strobili as well as axes and leaves. Furthermore, these fertile and vegetative parts are now found in an organic connection. In light of these close resemblances and connection, together with the same plant-occurring horizon in Huangkuang and Tizikou section, they are most probably synonymous. By careful comparison between these previously described fossils and our new material, we have decided to make a new taxon, Rotafolia songziensis gen. et comb. nov. A few organ genera have been established to represent the detached strobili assigned to the Sphenophyllales. Most of these Carboniferous and Permian form genera are characterized by whorls of bracts that are usually fused laterally for part of their length to form a disk (Stewart & Rothwell, 1993: 193). Among them, Bowmanites or Sphenophyllostachys have variously constructed bracts adaxially attached by a variable number of sporangiophores with anatropous or orthotropous terminal sporangia (Good, 1978). Each bract of the Sphenostrobus strobilus has a single axillary sporangiophore ending in one sporangium (Levittan & Barghoorn, 1948; Good, 1978). In Peltastrobus (Leisman & Graves, 1964), the more complex strobilus consists of a whorl of three sterile and three fertile units at each node. Sterile and fertile units alternate. Each fertile unit comprises a bract and a cluster of five axillary peltate sporangiophores bearing several concentric cycles of sporangia. Two sporangiophores are distally, two are proximally directed and one is at 90° to the strobilar axis. The strobili of Rotafolia differ from those of Bowmanites, Sphenostrobus and Peltastrobus in that the bracts are independent and bear distal and lateral elongate segments; multiple abaxial sporangia are attached to the base of the bracts at the same level. Recorded in the Upper Devonian, Eviostachya hoegii (Leclercq, 1957; Wang, 1993) is a sphenopsid that has whorls of divided vegetative leaves and opposite strobilar axes at nodes. The strobilus comprises whorls of sporangiophores. The sporangiophore equally trichotomizes twice to produce nine portions, each of which terminates in three adaxially recurved ellipsoid sporangia. The actinostele is three-ribbed. Although the sporangiophore bears sterile processes, it is not associated with any leafy bracts. These fertile structures differ greatly from those of Rotafolia songziensis. Occurring from Late Carboniferous to Early Permian, Lilpopia (i.e. Tristachya) is a sphenophyllalean taxon (Taylor & Taylor, 1993: 315). Although this plant possesses sporangia below a leaf [sensu the reconstruction presented by Kerp (1984)], it differs from Rotafolia in that the fertile region is situated between the upper and lower vegetative leaves, the sporophylls lack distal or lateral divisions and the tiny ovoid sporangia are arranged in clusters. Sphenophyllum (e.g. S. emarginatumBatenburg, 1977), a common sphenopsid of Carboniferous or Permian age, bears whorls of much divided vegetative leaves as in Rotafolia songziensis. As for the vegetative internal structure of Sphenophyllum, the primary xylem is also exarch and three-ribbed. However, the axes of some species show fascicular (opposite the primary xylem ribs) and interfascicular (between the ribs) regions of secondary xylem (Reed, 1949; Boureau, 1964: 96; Cichan & Taylor, 1982; Cichan, 1985); concentric zones of secondary xylem are sometimes present (Reed, 1949). In addition, the primary xylem of the stele in Sphenophyllum is much smaller than that in Rotafolia. DISCUSSION Generally speaking, the Sphenopsida (Equisetopsida) include two major orders, Sphenophyllales and Equisetales. According to Stein, Wight & Beck (1984), they share five characters, i.e. whorled appendages, leaf morphology, sporangiophores, spore features and secondary tissues. Among these synapomorphies, Stein et al. considered that only the whorled appendages are unambiguously defined. However, the leaves as in Sphenophyllum and secondary xylem were regarded to be relatively unproblematic (Kenrick and Crane, 1997: 242). According to the phylogenetic analysis
</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.