filing.firehose

2026 SEC 8-K Misclassification Report — updated 2026-05-12

Body-text analysis of 4,251 SEC 8-K filings reveals that 7.3% of Item 8.01 ("Other Events") filings contain language flagging a more specific item code should have been used.

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Executive summary

We analyzed 4,251 SEC Form 8-K filings filed in the most recent 21 business days and found that 7.3% of filings reported under Item 8.01 ("Other Events") contain body-text language that strongly suggests a more specific item code should have been used.

Buried-event type breakdown

Of the 54 Item 8.01 filings flagged with buried events in our 21-day sample, the body language suggests:

Item code Description Cases
Item 1.01Material agreement27
Item 3.01Notice of delisting / failure to satisfy listing rule17
Item 1.05Material cybersecurity incident5
Item 5.02Officer / director departure3
Item 2.01Completion of acquisition or disposition3
Item 1.03Bankruptcy3

Methodology

  1. Fetch every 8-K filing from EDGAR's full-index/form.idx daily feed.
  2. Download the rendered HTML body of each filing, normalize to plain text via BeautifulSoup.
  3. Per-item keyword + co-occurrence rules (no transformer — domain phrases are specific enough that deterministic matching beats LLM accuracy on this task). Example: Item 1.05 triggers on the co-occurrence of "material cybersecurity incident", "unauthorized access" OR "data exfiltration", AND a temporal marker ("on [date]" or "we became aware").
  4. Compare body-detected items against filer-reported items in the SGML header. If the body detects an item the filer didn't report, flag as a suspected buried event.
  5. Re-run nightly; results persist as a JSON column on the filing record in our parquet store.

False positive rate (manual audit of 50 flagged filings): ~12%. False negative rate is harder to measure since it requires reading every 8-K — our spot-check on 100 unflagged filings found 1 case we missed (1%).

Three specific examples (preview)

[Company name redacted in free preview]
8-K filed under Item 8.01, body suggests Item 1.05

Body excerpt: "On [date], we became aware of unauthorized access to our network..." Filer-reported items: ["8.01"]. Body-detected items: ["1.05", "8.01"]. Full company name + accession in the email-gated report.

[Company name redacted in free preview]
8-K filed under Item 8.01, body suggests Item 5.02

Body excerpt: "[Executive] notified the Company of [his/her] resignation..." Filer-reported items: ["8.01"]. Body-detected items: ["5.02"].

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About the data

This analysis is built on the FilingFirehose SEC EDGAR API. We body-text-classify every 8-K, 13D, and S-3 filing in real time. The public tier (free, no auth) covers the past 72 hours; the paid tier ($29-$299/mo or $999 lifetime) covers the full historical archive with webhook alerts.

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