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>
DACH1 Dachshund homolog 1, also known as DACH1, is a protein which in humans is encoded by the DACH1 gene. DACH1 has been shown to interact with Ubc9, Smad4, and NCoR. Structure Gene structure . This protein coding gene has 760 amino acid protein, and an observed molecular weight of 52 kDa. Dachshund Family transcription factor 1 is encoded by DACH gene, who spans 400kDa and is encoded by 12 exons. This gene is located, in humans, in chromosome 13 (13q22). It encodes a chromatin-associated protein that associates with other DNA-binding transcription factors to regulate gene expression, mRNA translation, coactivator binding, and cell fate determination during development. Multiple transcript variants encoding different isoforms have been found for this gene. Four alternatively spliced transcripts encoding different isoforms have been described for this gene.DACH1 mRNA was detected in multiple human tissues, including kidney and heart. Dach1 is located in nuclear and cytoplasmic pools and is considered a cell fate determination factor. Dachshund domain 1 (DD1, also known as Box-N) has a predicted helix–turn–helix family structure. The X-ray crystal structure of the human DACH1 Box-N illustrates that the DACH1 protein contains a domain that is conserved with the pro-oncogenes ski/sno oncogenes, which form an α/β structure similar to that found in the winged helix/forkhead subgroup of DNA binding proteins. This protein is widely expressed including bone marrow, brain, colon, eye, heart, kidney, leucocyte, liver, lung, pancreas, pineal gland, placenta, prostate, retina, skeletal muscle, small intestine, stromal/preosteoblasts and the spleen. Protein modification. DACH1 is modified by phosphorylation, acetylation, and SUMOYlation. Acetylation of Dach1 determine binding to the p53 tumor suppressor, and thereby governs a subset of p53 functions involved in stem cell restraint and the inhibition of cellular proliferation. SUMOYlation of DACH governs HDAC binding. Phosphorylation of Dach1 contributes to YB-1 binding, subcellular distribution and the induction of EMT via translation of EMT regulatory genes. Function Organismal development. Dach1 is similar to the D. melanogaster dac gene, which encodes a nuclear factor essential for determining cell fates in the eye, leg, and nervous system of the fly. Dach is a member of the Ski gene family and is involved in eye and organismal development. Dach1 deletion mice exhibit early postnatal death, although no developmental defects were detected in any organ system examined, including kidneys. DACH1 plays an important role on this precursor of cell proliferation in retinal and pituitary. Restrain of Cancer cell growth. DACH1 protein is able to prevent the proliferation of cancerous cells (lung, breast, prostate) and functions as a repressor of estrogen receptor activity in breast cancer cells. Transcription. DACH1 conducts transcriptional function through interacting with transcription factors including c-Jun, estrogen receptor alpha, the androgen receptor, and the basal transcription apparatus through binding to the co-integrator protein CA150. Curiously, DACH1 selectively bound to the delta domain of c-Jun, which was known to interact with an endogenous cellular repressor. DACH1 binds directly with a Forkhead-like DNA sequence to restrain oncogenic signals from a subset of FKHR proteins. Dach1 governs mRNA translation of an EMT signature and governs Snail1 transcription. Cell migration. DACH1 inhibits migration of vascular endothelial cells, fibroblasts and prostate epithelial cells wherein DACH1 maintains persistence of migratory directionality via heterotypic signals. Disease relevance Cancer DACH1 has been implicated in suppression of tumor growth, and has been proposed as a putatative tumor suppressor although no formal in vivo evidence has been published to date. Supporting evidence includes the finding that Dach1 expression is reduced in human malignancies including breast, lung, prostate and brain tumors. DACH1 inhibits Cyclin D1 expression and thereby reduces breast cancer cell line cell growth. Normal cells and
</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.