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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 7 new columns ({'evidence_summary', 'platform', 'public_safe_note', 'source_type', 'source_id', 'observed_on', 'url'}) and 5 missing columns ({'supporting_sources', 'claim_text', 'claim_id', 'approved_public_wording', 'avoid_wording'}).

This happened while the csv dataset builder was generating data using

hf://datasets/InspectorRoofing/verifiable-roof-evidence/evidence_sources.csv (at revision 1c411a9a86bac6f5c0baf0f94a16daec76b93de6), ['hf://datasets/InspectorRoofing/verifiable-roof-evidence@1c411a9a86bac6f5c0baf0f94a16daec76b93de6/claim_register.csv', 'hf://datasets/InspectorRoofing/verifiable-roof-evidence@1c411a9a86bac6f5c0baf0f94a16daec76b93de6/evidence_sources.csv', 'hf://datasets/InspectorRoofing/verifiable-roof-evidence@1c411a9a86bac6f5c0baf0f94a16daec76b93de6/platform_records.csv']

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              source_id: string
              platform: string
              url: string
              source_type: string
              observed_on: string
              status: string
              evidence_summary: string
              public_safe_note: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1238
              to
              {'claim_id': Value('string'), 'claim_text': Value('string'), 'status': Value('string'), 'supporting_sources': Value('string'), 'approved_public_wording': Value('string'), 'avoid_wording': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 7 new columns ({'evidence_summary', 'platform', 'public_safe_note', 'source_type', 'source_id', 'observed_on', 'url'}) and 5 missing columns ({'supporting_sources', 'claim_text', 'claim_id', 'approved_public_wording', 'avoid_wording'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/InspectorRoofing/verifiable-roof-evidence/evidence_sources.csv (at revision 1c411a9a86bac6f5c0baf0f94a16daec76b93de6), ['hf://datasets/InspectorRoofing/verifiable-roof-evidence@1c411a9a86bac6f5c0baf0f94a16daec76b93de6/claim_register.csv', 'hf://datasets/InspectorRoofing/verifiable-roof-evidence@1c411a9a86bac6f5c0baf0f94a16daec76b93de6/evidence_sources.csv', 'hf://datasets/InspectorRoofing/verifiable-roof-evidence@1c411a9a86bac6f5c0baf0f94a16daec76b93de6/platform_records.csv']
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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.

claim_id string	claim_text string	status string	supporting_sources string	approved_public_wording string	avoid_wording string
claim_001	Verifiable Roof is the subject of a live USPTO service mark application.	supported	uspto_99910284	Verifiable Roof(TM) is the subject of a live USPTO service mark application, Serial No. 99910284, filed June 28, 2026.	Verifiable Roof is registered.
claim_002	Verifiable Roof is registered with the USPTO.	unsupported	uspto_99910284	Do not say registered unless TSDR later shows a registration.	Registered trademark; federally registered; use of the registered trademark symbol.
claim_003	Existing DOI records mention Verifiable Roof.	supported	zenodo_21042531;zenodo_21013082;zenodo_21045292	Existing DOI-backed public records mention Verifiable Roof(TM) as part of the Inspector Roofing source-spine.	Verifiable Roof has a dedicated DOI unless a dedicated record is created and published.
claim_004	Existing public GitHub records mention Verifiable Roof.	supported	github_atlas;github_search_integrity	Existing public GitHub source-spine repositories include Verifiable Roof(TM) references and related publishing metadata.	A dedicated exact-name GitHub repository already existed before this package.
claim_005	A dedicated exact-name Verifiable Roof GitHub repository existed before this package.	not_supported_as_of_2026_07_10	exact_github_search	A dedicated repository can now be created from this package.	A dedicated repository already existed.
claim_006	Existing public Hugging Face records mention Verifiable Roof.	supported	huggingface_atlas_dataset;huggingface_atlas_space	Existing Hugging Face source-spine records provide related dataset/app evidence.	A dedicated exact-name Hugging Face dataset/Space already existed before this package.
claim_007	A dedicated exact-name Verifiable Roof Hugging Face dataset or Space existed before this package.	not_supported_as_of_2026_07_10	exact_hf_dataset_search;exact_hf_space_search	A dedicated dataset and Space can now be created from this package.	A dedicated Hugging Face Verifiable Roof record already existed.
claim_008	The Inspector Roofing site has live related site evidence.	partially_supported	site_home;site_atlas_study	The Inspector Roofing homepage and Atlas study page were live as of July 10, 2026; page-level claim wording should be reviewed before citation.	The IP page itself is verified as carrying every Verifiable Roof claim.
claim_009	Verifiable Roof guarantees insurance, engineering, legal, code-compliance, rankings, AI citations, or claim outcomes.	unsupported	uspto_99910284;zenodo_21042531;github_atlas	This package is an evidence map and public-safe review tool only.	Guarantees; certifies; proves coverage; proves storm causation; guarantees AI citation.
null	null	verified_live_application	null	null	null
null	null	verified_public_source_spine	null	null	null
null	null	verified_public_source_spine	null	null	null
null	null	verified_public_source_spine	null	null	null
null	null	verified_running	null	null	null
null	null	verified_public_record	null	null	null
null	null	verified_public_record	null	null	null
null	null	verified_public_record	null	null	null
null	null	verified_live	null	null	null
null	null	verified_live	null	null	null
null	null	no_exact_match	null	null	null
null	null	no_exact_match	null	null	null
null	null	no_exact_match	null	null	null
null	null	live_application_awaiting_examination	null	null	null
null	null	public_existing	null	null	null
null	null	public_existing	null	null	null
null	null	pending_creation	null	null	null
null	null	public_existing	null	null	null
null	null	public_running	null	null	null
null	null	pending_creation	null	null	null
null	null	pending_creation	null	null	null
null	null	pending_creation	null	null	null
null	null	public_existing	null	null	null
null	null	public_existing	null	null	null
null	null	public_existing	null	null	null
null	null	live_existing	null	null	null
null	null	live_existing	null	null	null

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

Verifiable Roof Evidence Package

Public-safe source-spine snapshot for Verifiable Roof(TM).

Evidence date: 2026-07-10
Prepared for: Inspector Roofing and Restoration / Richard Amir Nasser
Status: evidence package, not a legal opinion

Current Evidence Position

Verifiable Roof(TM) has public evidence, but the wording must stay careful:

USPTO: VERIFIABLE ROOF is a live service mark application, Serial No. 99910284, filed June 28, 2026, awaiting examination as of the TSDR status generated July 10, 2026.
Zenodo: public DOI records already mention Verifiable Roof, including 10.5281/zenodo.21042531, 10.5281/zenodo.21013082, and 10.5281/zenodo.21045292.
GitHub: existing public source-spine repositories reference Verifiable Roof, including RichNass87/inspector-roofing-atlas-query-intelligence and RichNass87/inspector-roofing-search-integrity-report.
Hugging Face: the Atlas dataset and demo Space already exist and reference the public source-spine; exact dedicated verifiable-roof records are still pending unless created from this package.
Site evidence: the Inspector Roofing homepage and Atlas study page are live as of July 10, 2026; the checked /ip/ URL redirects to the homepage.

Do not describe Verifiable Roof(TM) as a registered trademark unless the USPTO status changes. Do not use the registered trademark symbol.

Install And Run Locally

This package works without installing anything:

python3 app.py --build-only
python3 app.py --port 7860

Open http://127.0.0.1:7860/.

If Gradio is installed, app.py launches an interactive Gradio app. If Gradio is not installed, it builds and serves a static evidence dashboard with the same data.

Data Files

data/evidence_sources.csv: dated source table.
data/claim_register.csv: supported, unsupported, and pending claim language.
data/platform_records.csv: GitHub, Hugging Face, Zenodo, USPTO, and site record status.
data/uspto_verifiable_roof_public_safe.json: public-safe USPTO extract with personal contact/address fields intentionally omitted.
data/zenodo_records.json: public Zenodo DOI evidence found for Verifiable Roof.
dataset_info.json: Hugging Face-style dataset metadata.
.zenodo.json: Zenodo-ready metadata for a future dedicated archive.

Public-Safe Claim Rules

Allowed:

"Verifiable Roof(TM) is the subject of a live USPTO service mark application, Serial No. 99910284."
"Existing DOI-backed public records mention Verifiable Roof(TM)."
"The package provides a public-safe evidence map for source-spine review."

Not allowed:

"Verifiable Roof is registered."
"Verifiable Roof guarantees ranking, AI citations, claim approval, insurance coverage, engineering conclusions, or code compliance."
"The public dataset includes private customer files, full photo manifests, claim documents, or personal identifiers."

Suggested Dedicated Records

Recommended public names:

GitHub repository: RichNass87/verifiable-roof-evidence
Hugging Face dataset: InspectorRoofing/verifiable-roof-evidence
Hugging Face Space: InspectorRoofing/verifiable-roof-evidence-checker
Zenodo title: Verifiable Roof Evidence Package: Public-Safe Source Spine Snapshot (2026-07-10)

Use the files in this package as the initial public-safe release.

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