ChatGPT Analysis Prompt

SM Sniper
S&M Sniper, November 2008
Analyze the complete attached magazine issue from its first PDF page through its true final page.


Known KRP information:

Magazine: SM Sniper
Current issue title: S&M Sniper, November 2008
Current publication month: 2008-11
Original filename: SM Sniper 2008 11.pdf
Expected PDF page count: 196


Return valid JSON only. Do not include a markdown code fence or explanatory text outside the JSON.


Use PDF viewer page numbers, not printed pagination, for every pdf_page field.

Determine whether the issue contains a formal printed table of contents. Do not mistake advertisements, captions, correspondence lists, page-number fragments, or incidental numbered text for a table of contents.


BEGIN KRP COMPLETE PDF SCAN REQUIREMENTS
============================================================
COMPLETE PDF REVIEW
============================================================

Before producing the JSON:

1. Determine and verify the true total number of PDF viewer pages.

2. Inspect every PDF viewer page, beginning with page 1 and
   continuing through the true final page.

3. Review all parts of the issue, including:
   - Cover
   - Front matter
   - Printed contents pages
   - Visual portfolios
   - Articles and essays
   - Fiction
   - Correspondence
   - Editorial material
   - Advertisements when structurally relevant
   - Notices
   - Publication information
   - Substantive back matter
   - Final page

4. Do not stop at page 150.

5. Do not assume that a rendering, preview, extraction, search,
   or display limit represents the end of the PDF.

6. When a tool initially displays only the first 150 pages,
   continue with page 151 and inspect every remaining page
   through the verified final page.

7. Include substantive material found after page 150 in the
   summary, highlights, table of contents, and other relevant
   JSON fields.

8. Do not finalize the JSON until the complete issue has been
   reviewed through its true final PDF viewer page.

9. Do not mention the review process, scanning procedure,
   rendering limits, tool limits, page-count verification, or
   completeness checks in the JSON. The JSON must describe only
   the magazine and its contents.

END KRP COMPLETE PDF SCAN REQUIREMENTS

BEGIN KRP CONTENT-ONLY JSON OUTPUT REQUIREMENTS

============================================================
CONTENT-ONLY JSON OUTPUT
============================================================

The review requirements describe how to analyze the PDF.

They must not become part of the magazine description.

All JSON fields must focus exclusively on the publication and its contents.

Do not mention any of the following in the JSON:

- The scanning process
- The review process
- The number of pages inspected
- Tool behavior
- Rendering limits
- Preview limits
- Extraction limits
- Search limits
- Context limits
- Continuing beyond a particular page
- Verifying the page count
- Whether the final page was reached
- User instructions
- Compliance with the procedure
- Technical difficulties encountered while reading the PDF
- How the JSON was produced

Do not write statements such as:

- “The issue continues beyond page 150.”
- “All pages were reviewed.”
- “The true final page was inspected.”
- “The complete scan was verified.”

Do not create highlight categories such as:

- Complete-issue verification
- Scan verification
- Page-count verification
- Full-PDF review
- Review completeness
- Tool limitation
- Processing note

Field-specific rules:

SUMMARY

Describe only the magazine’s:

- Editorial character
- Organization
- Visual material
- Articles
- Fiction
- Essays
- Correspondence
- Themes
- Substantive back matter

Do not describe the act of reviewing the magazine.

HIGHLIGHTS

Identify genuinely notable magazine content.

Do not use highlights to document analysis coverage or scan completeness.

THEMES

Describe subjects, ideas, genres, editorial concerns, and recurring motifs within the magazine.

Before inventing a new descriptive theme phrase, attempt to categorize the material using the EXISTING KRP CANONICAL THEME TAXONOMY supplied later in this prompt.

When an existing canonical category clearly and materially describes a major theme of the issue, use that category's exact English name in the `themes` array.

Prefer the most specific materially applicable category. Do not select a broad parent merely because one of its descendants is relevant.

Do not force material into an ill-fitting canonical category. When no existing category adequately describes an important issue-level theme, use a concise natural descriptive English phrase instead.

Never return taxonomy slugs, database IDs, or canonical theme IDs.

Do not include themes about completeness, page coverage, scanning, or technical processing.

TABLE OF CONTENTS

Include only actual printed or substantive magazine contents.

Do not add entries describing the review process.

PAGE COUNT

The `page_count` field must contain only the verified integer.

Do not explain how the number was determined.

UNCERTAINTY FIELDS

Use `uncertain_readings` and `missing_or_illegible_text` only for specific unclear:

- Words
- Names
- Titles
- Authors
- Damaged passages
- Illegible text locations

Do not discuss software, interface behavior, model limits, or the inspection process.

END KRP CONTENT-ONLY JSON OUTPUT REQUIREMENTS


BEGIN KRP COMPLETE ISSUE SUMMARY INSTRUCTIONS

============================================================
SUMMARY REQUIREMENTS
============================================================

Write a substantial issue-level summary that presents the magazine as a coherent publication.

Do not merely list selected articles.

The summary must explain:

- The overall character of the issue
- Its scope and organization
- Its editorial identity
- How it develops from beginning to end
- Its principal sections
- Its recurring features
- Its major genres
- Its important visual material
- Its most significant articles, essays, stories, confessions, translations, correspondence features, and columns
- Its dominant themes
- Its substantive back matter

The summary should also:

- Identify meaningful shifts in subject, tone, genre, or format.
- Explain how reader letters, editorial commentary, club notices, or community material contribute to the publication’s identity.
- Mention notable authors, artists, translators, recurring series, and editorial figures when clearly identified.
- Distinguish editorial content from advertisements, incidental captions, and unrelated notices.
- Remain factual and grounded in the magazine.
- Avoid speculation about uncertain authorship, unidentified people, or illegible material.
- Avoid repeating the same observation in slightly different language.
- Avoid becoming a line-by-line table of contents.

Recommended structure:

1. Opening overview

   Describe the issue’s overall scale, character, organization, and mixture of content.

2. Opening sections

   Describe important front matter, visual portfolios, editorial features, or introductory sections.

3. Main body

   Trace the major articles, fiction, essays, confessions, translations, correspondence features, and recurring series in approximate issue order.

4. Later sections

   Describe later contributions, closing sections, and substantive back matter.

5. Conclusion

   Explain the issue’s dominant themes, editorial identity, and overall significance as a complete publication.

Length:

- Use several well-developed paragraphs.
- Make the summary detailed enough that a reader can understand the issue without opening the PDF.
- Give large, dense, or unusually varied issues correspondingly fuller summaries.
- Do not shorten the summary merely because the issue contains many pages or entries.

Formatting:

- The `summary` field must be one valid JSON string.
- Use escaped newline characters between paragraphs.
- Avoid routine PDF page citations inside the summary.
- Put most page references in `highlights` and `toc_entries`.

END KRP COMPLETE ISSUE SUMMARY INSTRUCTIONS


BEGIN KRP JSON VALIDATION RULES

The returned analysis must be valid JSON and must conform to the KRP importer requirements below.

1. The volume field must always be a JSON string or null.
   - Correct: "volume": "28"
   - Correct: "volume": null
   - Incorrect: "volume": 28
   - Even when the volume consists only of digits, encode it as a string.

2. The issue_number field must always be a JSON string or null.
   - Correct: "issue_number": "12"
   - Correct: "issue_number": null
   - Incorrect: "issue_number": 12
   - Even when the issue number consists only of digits, encode it as a string.

3. The summary field must be one valid JSON string with paragraph structure preserved.
   - Write several substantive paragraphs as required by the summary instructions.
   - Represent paragraph breaks inside the JSON string using escaped newline sequences: 


   - Do not collapse the summary into one undivided paragraph.
   - Do not place literal unescaped line breaks inside a JSON string.

4. Avoid unnecessary quotation marks inside JSON string values.
   - Prefer: The article White Pig Just Arrived presents...
   - Avoid adding quotation marks around titles merely for stylistic purposes.
   - When quotation marks are genuinely necessary inside a JSON string, escape them correctly as \".

5. The page_count field is required.
   - page_count must be a JSON integer.
   - Correct: "page_count": 174
   - Incorrect: "page_count": "174"
   - The value must be the verified total number of PDF viewer pages.

6. Use the following JSON types exactly:
   - schema_version: string
   - has_toc: boolean
   - confidence: number
   - issue_title: string
   - publication_month: string
   - volume: string or null
   - issue_number: string or null
   - no_toc_reason: string or null
   - summary: string
   - themes: array of strings
   - highlights: array of objects
   - toc_pdf_pages: array of integers
   - toc_entries: array of objects
   - analysis_notes: string
   - page_count: integer

7. The JSON object must contain no comments and no trailing commas.

8. All JSON object keys and all JSON string values must use double quotation marks.

9. Every quotation mark appearing inside a JSON string must be properly escaped.

10. Every backslash appearing inside a JSON string must form a valid JSON escape sequence.

11. Do not include a Markdown code fence or any explanatory text before or after the JSON object.

12. Before returning the result, validate the complete output conceptually as a single JSON object:
    - every object and array is properly closed
    - every comma is correctly placed
    - no trailing commas are present
    - volume is a string or null
    - issue_number is a string or null
    - page_count is an integer
    - summary paragraph breaks use 


    - embedded quotation marks are escaped
    - the output contains only the JSON object

END KRP JSON VALIDATION RULES


Use this schema:

{
  "schema_version": "1.0",
  "has_toc": true,
  "confidence": 0.95,
  "issue_title": "",
  "publication_month": "YYYY-MM",
  "volume": null,
  "issue_number": null,
  "no_toc_reason": null,
  "summary": "",
  "themes": [],
  "highlights": [
    {
      "text": "",
      "pdf_pages": "1–3",
      "category": ""
    }
  ],
  "toc_pdf_pages": [],
  "toc_entries": [
    {
      "title": "",
      "author": null,
      "printed_pages": "",
      "pdf_page_start": 1,
      "pdf_page_end": 1,
      "summary": "",
      "themes": [],
      "content_type": "text",
      "content_type_confidence": 0.95,
      "content_type_notes": "",
      "notes": null
    }
  ],
  "analysis_notes": "",
"page_count": 0
}

Summary requirements:

- Summarize the issue as a complete publication rather than summarizing only its opening pages.
- Describe its principal subjects, editorial character, historical context, and notable recurring concerns.
- Do not invent information that cannot be verified in the issue.
- Write approximately 250 to 500 words unless the issue is unusually short.

Theme requirements:

- Supply approximately 5 to 12 useful research themes.
- Prefer specific themes over generic labels.
- Prefer the exact name of an existing KRP canonical theme whenever that established category accurately describes the material.
- Do not invent a synonymous or slightly reworded phrase when an existing canonical category already expresses the same concept adequately.
- Retain a natural descriptive phrase when the existing taxonomy does not adequately represent a materially important theme.
- Avoid duplicating nearly identical terms.

Highlight requirements:

- Supply approximately 5 to 10 substantive highlights.
- Each highlight must identify something historically, artistically, editorially, or culturally significant.
- Include accurate PDF viewer page references.
- Use an en dash for continuous ranges and commas for discontinuous pages.
- Do not select advertisements merely because they are visually prominent unless the advertisement itself has research significance.

Table-of-contents requirements:

- Include each substantive article or section listed in the formal printed table of contents.
- Preserve established English titles when they are already supplied.
- Translate or romanize titles consistently when English titles are not supplied.
- Leave author null when uncredited.
- Verify every entry against the actual article pages.
- Use PDF viewer page numbers for pdf_page_start and pdf_page_end.

EXISTING KRP CANONICAL THEME TAXONOMY

The following names are established KRP editorial categories.

Use an exact category name when it accurately describes a material theme.

Prefer the most specific applicable category rather than a broad parent.

Do not force content into the taxonomy when no existing category fits well.

The taxonomy is guidance for vocabulary, not permission to infer themes that are not actually present in the PDF.

- Community & Publishing
- History & Sexual Culture
- Identity & Relationships
- Kinbaku & Restraint
- Literature & Narrative
- Media & Visual Culture
- SM Practices & Fetishes
- Blindfolding and Sensory Restriction [under Bondage and Restraint]
- Bondage Apparatus [under Bondage and Restraint]
- Domestic Bondage [under Bondage and Restraint]
- Gagging [under Bondage and Restraint]
- Outdoor Bondage [under Bondage and Restraint]
- Positional Restraint [under Bondage and Restraint]
- Self-Bondage [under Bondage and Restraint]
- Suspension [under Bondage and Restraint]
- Editorial Culture [under Community & Publishing]
- Mail-Order Erotic Culture [under Community & Publishing]
- Participatory Publishing [under Community & Publishing]
- Postwar SM Culture [under Community & Publishing]
- Practical Instruction [under Community & Publishing]
- Reader Community [under Community & Publishing]
- Reader Correspondence [under Community & Publishing]
- Reader Meetings [under Community & Publishing]
- SM Clubs [under Community & Publishing]
- Specialist Erotic Publishing [under Community & Publishing]
- Crime and Captivity Fiction [under Erotic Fantasy and Imagination]
- Grotesque and Supernatural Fiction [under Erotic Fantasy and Imagination]
- Historical Erotic Fiction [under Erotic Fantasy and Imagination]
- Serialized SM Fiction [under Erotic Fantasy and Imagination]
- Bondage Photography as Documentation [under Erotic Visual Culture]
- Erotic Illustration [under Erotic Visual Culture]
- Erotic Photography [under Erotic Visual Culture]
- Photographic Portfolios [under Erotic Visual Culture]
- SM Film [under Erotic Visual Culture]
- Body-Part Fetishism [under Fetishism]
- Clothing Fetishism [under Fetishism]
- Foot Fetishism [under Fetishism]
- Hair Fetishism [under Fetishism]
- Crime and Sensational Reportage [under History & Sexual Culture]
- Death and Execution [under History & Sexual Culture]
- Historical Sexual Culture [under History & Sexual Culture]
- Postwar Sexual Culture [under History & Sexual Culture]
- Religion and Sacrifice [under History & Sexual Culture]
- Sexology [under History & Sexual Culture]
- Sexual Psychology [under History & Sexual Culture]
- Voyeurism and Spectatorship [under History & Sexual Culture]
- Cross-Dressing [under Identity & Relationships]
- Dominance and Submission [under Identity & Relationships]
- Female Dominance [under Identity & Relationships]
- Female Submission [under Identity & Relationships]
- Fetish Autobiography [under Identity & Relationships]
- Gender Variance [under Identity & Relationships]
- Male Submission [under Identity & Relationships]
- Marital SM [under Identity & Relationships]
- Marriage and Domestic Sexuality [under Identity & Relationships]
- Personal Confession [under Identity & Relationships]
- Same-Sex Desire [under Identity & Relationships]
- Secrecy and Forbidden Desire [under Identity & Relationships]
- Slave-Wife Fantasy [under Identity & Relationships]
- Training and Discipline [under Identity & Relationships]
- Kinbaku Photography [under Kinbaku]
- Rope Technique [under Kinbaku]
- Bondage and Restraint [under Kinbaku & Restraint]
- Kinbaku [under Kinbaku & Restraint]
- Coercive Fantasy [under Literature & Narrative]
- Erotic Fantasy and Imagination [under Literature & Narrative]
- Erotic Reportage [under Literature & Narrative]
- Erotic Visual Culture [under Media & Visual Culture]
- Imported Fetish Imagery [under Media & Visual Culture]
- Staged Erotic Scenes [under Media & Visual Culture]
- Transnational Erotic Culture [under Media & Visual Culture]
- Enema Eroticism [under Medicalized SM]
- Corporal Punishment [under Punishment]
- Historical Punishment [under Punishment]
- Anal Eroticism [under SM Practices & Fetishes]
- Captivity [under SM Practices & Fetishes]
- Female Wrestling [under SM Practices & Fetishes]
- Fetishism [under SM Practices & Fetishes]
- Humiliation [under SM Practices & Fetishes]
- Masochism [under SM Practices & Fetishes]
- Medicalized SM [under SM Practices & Fetishes]
- Punishment [under SM Practices & Fetishes]
- Sadism [under SM Practices & Fetishes]

END EXISTING KRP CANONICAL THEME TAXONOMY


ARTICLE-LEVEL SUMMARY AND THEMES

For every object in `toc_entries`, include:

- `summary`: a concise one- or two-sentence English description of
  that specific TOC entry.
- `themes`: an array of concise English descriptive theme phrases for that specific TOC entry. First attempt to use exact names from the EXISTING KRP CANONICAL THEME TAXONOMY when they clearly and materially fit that specific article. Prefer a specific established category over a synonymous newly invented phrase. If no existing category adequately describes a material article theme, use an appropriate natural descriptive phrase instead.
- `content_type`: classify the actual assigned pages as exactly one of `text`, `images`, or `mixed`.
- `content_type_confidence`: a number from 0.0 to 1.0 representing confidence in that classification.
- `content_type_notes`: one concise sentence explaining the visible evidence for the classification.

The article-level summary, themes, and content classification must be based on the actual PDF
viewer pages assigned to that TOC entry, not merely on its title and
not on the issue-level themes.

CONTENT TYPE CLASSIFICATION

Classify each TOC entry from the actual pages assigned to it.

Use exactly one of:

- `text`: prose or other textual material is the substantive core.
  Photographs, drawings, ornaments, or illustrations may appear, but
  they are secondary to the written content.

- `images`: photographs, drawings, illustrations, or other visual
  material are the substantive core. Captions, titles, credits, or
  brief framing prose do not make an image feature mixed.

- `mixed`: both substantial textual material and substantial visual
  material are integral to the feature. Do not use mixed merely
  because a text article contains one or two illustrations.

Judge the whole assigned page range, not a single page.

For photographic portfolios and illustration features, inspect the
images themselves together with captions, headings, and surrounding
editorial context.

Set `content_type_confidence` between 0.0 and 1.0.

Use `content_type_notes` to explain the evidence briefly. Describe
the balance of prose and visual material rather than merely repeating
the classification label.

For each TOC entry:

1. Inspect the pages belonging to that entry before assigning themes.

2. Describe the principal subjects, practices, genres, motifs,
   historical topics, visual forms, community functions, or cultural
   concerns materially present in that specific entry.

3. Prefer 1-5 specific theme phrases.

4. Use natural descriptive English phrases. Do not output taxonomy
   IDs, database IDs, slugs, or canonical theme identifiers.

5. Do not copy the issue-level `themes` array into each article.

6. For each individual article, consult the EXISTING KRP CANONICAL THEME TAXONOMY independently. Use an exact canonical category name only when that category is materially supported by the pages belonging to that article. Prefer specific child categories over broad parents.

7. Do not use a canonical category merely because it appears elsewhere in the same issue.

8. Do not assign a theme merely because another entry in the issue
   contains it.

9. For photographic portfolios and illustration features, use visible
   content, headings, captions, and surrounding context.

10. For fiction, distinguish narrative themes from factual or editorial
    subject matter where appropriate.

11. If the entry is too ambiguous to support a reliable thematic
    judgment, return an empty `themes` array rather than guessing.

12. Always include both fields. Use `summary: null` only when a
    reliable description cannot be made, and use `themes: []` when
    reliable article-level themes cannot be identified.

Example TOC entry:

{
  "title": "My SM Play Technique, Part Three: Variant Suspension",
  "author": "Example Author",
  "printed_pages": "87-93",
  "pdf_page_start": 87,
  "pdf_page_end": 93,
  "notes": null,
  "summary": "A practical illustrated feature describing a variant suspension method and its application in SM play.",
  "themes": [
    "suspension technique",
    "practical SM instruction",
    "rope bondage technique"
  ]
}

END ARTICLE-LEVEL SUMMARY AND THEMES

- Preserve printed pagination separately in printed_pages.
- Do not invent missing titles, authors, or page numbers.

When there is no formal table of contents:

- Set has_toc to false.
- Set toc_pdf_pages to an empty array.
- Set toc_entries to an empty array.
- Explain the determination in no_toc_reason.
- Still provide the complete summary, themes, and highlights.

In analysis_notes, identify uncertainties, damaged or illegible pages, incomplete articles, unusual pagination, inserts, or page-number offsets that require human review.
Open Reader Paste Analysis JSON