Error code:   JWTInvalidSignature
Exception:    InvalidSignatureError
Message:      Signature verification failed
Traceback:    Traceback (most recent call last):
                File "/src/libs/libapi/src/libapi/jwt_token.py", line 286, in validate_jwt
                  decoded = jwt.decode(
                      jwt=token,
                  ...<2 lines>...
                      options=options,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 368, in decode
                  decoded = self.decode_complete(
                      jwt,
                  ...<8 lines>...
                      leeway=leeway,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 265, in decode_complete
                  decoded = self._jws.decode_complete(
                      jwt,
                  ...<3 lines>...
                      detached_payload=detached_payload,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 270, in decode_complete
                  self._verify_signature(
                  ~~~~~~~~~~~~~~~~~~~~~~^
                      signing_input,
                      ^^^^^^^^^^^^^^
                  ...<4 lines>...
                      options=merged_options,
                      ^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 417, in _verify_signature
                  raise InvalidSignatureError("Signature verification failed")
              jwt.exceptions.InvalidSignatureError: Signature verification failed

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

focus-raw-ocr

Page-level corrected dots.ocr output for the FOCUS on Political Repression in Southern Africa news bulletin, published by the International Defence & Aid Fund from 1975 onwards.

Each row is one page of one document, joined to its rendered page image and the manually-validated dots.ocr layout JSON (bounding boxes + categories + text + reading order).

Schema

field	type	description
`image`	Image	Original page render (PNG).
`document_id`	string	Stable document id (e.g. `Issue 01`, `Other Doc/Briefing 8`, `Index 0/Index 03`).
`document_name`	string	Human-readable document label.
`parent_folder`	string	Parent folder if any (e.g. `Index 0`, `Other Doc`), else null.
`page_id`	string	Canonical page id (e.g. `Issue 1_page_001`, `I1001_page_001`).
`page_number`	int32	1-based page number within the document.
`is_validated`	bool	Whether a human reviewed this page.
`source_path`	string	Relative path of the JSON in the correction tool's project.
`layout`	string	JSON-encoded list of dots.ocr blocks (`bbox`, `category`, `text`, `reading_order`, optional `group_id`).
`markdown`	string	Reflowed markdown preview of the page in reading order.

Citation

If you use this dataset, please cite The Bitter Aloe Project:

@misc{bitter_aloe_focus_raw_ocr,
  title  = {focus-raw-ocr: Corrected dots.ocr layouts for the FOCUS bulletin},
  author = {The Bitter Aloe Project},
  year   = {2026},
  url    = {https://huggingface.co/datasets/bitter-aloe/focus-raw-ocr}
}

License & terms

The code and structured annotations in this dataset are released by The Bitter Aloe Project under CC-BY-NC-4.0 for non-commercial research use. The underlying FOCUS publication is © the International Defence & Aid Fund and its successors; please consult the original rightsholders for any commercial reuse of the page imagery or transcribed text.

Downloads last month: 9

Total file size:

1.78 GB