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>
was cremated and her ashes rest in Woodlawn Cemetery in Santa Monica, California. Selected filmography Peer Gynt – 2. Teil: Peer Gynts Wanderjahre und Tod (1919) – Aase Peer Gynt (1919) – Aase Pogrom (1919) – Wera Cheberiak Prostitution (1919) Rose Bernd (1919) – Frau Flamm Todesurteil (1919) Der Sklave seiner Leidenschaft (1920) Monika Vogelsang (1920) – Witwe Walterspiel Mary Magdalene (1920) – Ehefrau von Meister Anton Das Grauen (1920) – Mutter Claar Eine Demimonde-Heirat (1920) – Anuschka Können Gedanken töten? (1920) – Bäuerin The Prisoner (1920) The Marriage of Figaro (1920) – Marcelline Fanny Elssler (1920) Der Abenteurer von Paris (1920) Catherine the Great (1920) Christian Wahnschaffe (1920) Menschen (1920) Die Bestie im Menschen (1920) Hannerl and Her Lovers (1921) The Conspiracy in Genoa (1921) – Matrone Die Diktatur der Liebe, 2. Teil – Die Welt ohne Liebe (1921) – Ihre Mutter Die große und die kleine Welt (1921) – Frau aus dem Volke Aus den Tiefen der Großstadt (1921) About the Son (1921) The Fateful Day (1921) – Gräfin The Stranger from Alster Street (1921) Trix, the Romance of a Millionairess (1921) The Inheritance of Tordis (1921) – seine Frau Seafaring Is Necessary (1921) Der Leidensweg eines Achtzehnjährigen (1921) Memoirs of a Film Actress (1921) The Story of Christine von Herre (1921) – Die alte Comtesse Lady Hamilton (1921) – Eine Wirtin Das zweite Leben (1921) Die Schuldige (1921) – Gräfin Wuthenow Lotte Lore (1921) Die Geheimnisse von Berlin, 3. Teil – Berlin-Moabit. Hinter Gitterfenstern (1921) Die Kreutzersonate (1922) – Frau Suchoff Die Dame und der Landstreicher (1922) Die siebtente Nacht (1922) – Frau Freese Aus den Erinnerungen eines Frauenarztes – 2. Lüge und Wahrheit (1922) Jenseits des Stromes (1922) Luise Millerin (1922) – Millerin Youth (1922) Power of Temptation (1922) Phantom (1922) – Baronin / Baroness Es leuchtet meine Liebe (1922) – Mutter von Saint Just Bigamy (1922) The False Dimitri (1922) – Amme Pawlowa Two Worlds (1922) Wem nie durch Liebe Leid geschah! (1922) The Big Shot (1922) – Frau Steinreich The Anthem of Love (1922) Tiefland (1923) – Die Duenna Nora (1923) – Marianne, Noras alte Amme The Treasure (1923) – Anna Friedrich Schiller (1923) – Elisabeth Dorothea, seine Frau The Woman on the Panther (1923) Die Fledermaus (1923) – Rosalindes Mutter Der Menschenfeind (1923) Der rote Reiter (1923) Resurrection (1923) Daisy (1923) Freund Ripp (1923) The Beautiful Girl (1923) – Frau Gött The Grand Duke's Finances (1924) – Augustine,die Köchin The Creature (1924) Mater dolorosa (1924) Kaddish (1924) Debit and Credit (1924) – Madame Sidonie Ehrenthal Gehetzte Menschen (1924) – Frau Garson Die Liebesbriefe einer Verlassenen (1924) Joyless Street (1925) – Frau Rosenow The Dice Game of Life (1925) – Emils Mutter The Elegant Bunch (1925) – Leos Mutter Secrets of a Soul (1926) – Die mutter Hello Caesar! (1927) – Frau Svoboda The Transformation of Dr. Bessel (1927) – Frau Regierer Family Gathering in the House of Prellstein (1927) – Seraphine Autumn on the Rhine (1928) – Frau Holm Dyckerpotts' Heirs (1928) The Three Kings (1928) – Landlady The Crimson Circle (1929) – Eine Vermieterin Zwischen vierzehn und siebzehn – Sexualnot der Jugend (1929) Melody of the Heart (1929) – Fräulein Czibulka Hasenklein kann nichts dafür (1932) – Frau Hasenklein Underground (1941) – Frau Franken Dangerously They Live (1941) – Mrs. Steiner Kings Row (1942) – Anna Friendly Enemies (1942) – Mrs. Pfeiffer Iceland (1942) – Aunt Sophie (uncredited) Desperate Journey (1942) – Frau Brahms Casablanca (1942) – Mrs. Leuchtag (uncredited) This Is the Army (1943) – Mrs. Twardofsky (uncredited) The Strange Death of Adolf Hitler (1943) – Middle-Class woman There's Something About
</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.