Government publications by agency. Part of what the twin can answer. Every figure below is the value the route serves, with its source; the raw response is at /api/twin/brain/govfull/agency/mopa.
Descriptive, sourced: no model
Basis: sourced records (URL, sha256 or locator per row), no model.
stored files, documents and chunks, and counts over them
| Upload year | Files | Bytes |
|---|---|---|
| 2024 | Files: 24 | Bytes: 74,676,749 |
| 2026 | Files: 3 | Bytes: 19,732,141 |
| Verdict | PDFs |
|---|---|
| Text | PDFs: 1 |
| Manifest line | Type | Bytes | Characters | Upload year | Upload month | Also in the office store | Text layer | Pages | Re-hash verified |
|---|---|---|---|---|---|---|---|---|---|
| 82 | Type: pdf |
| Source | Publisher | Unit | Caveat |
|---|---|---|---|
| Government untruncated corpus harvest (stored copies, gap row A3) | Publisher: Issuing ministries, departments, divisions and boards of the Government of Bangladesh (stored copies) | Unit: one row per stored PDF document: manifest line, URL, sha256 at fetch, bytes, chars, issuing agency, portal host, upload year/month, registry entity binding, overlap with the stored files from government portals; source file is relative to the corpus root | Caveat: All 4,049 documents are full PDF publications; 241 match SHA-256 hashes of the stored files from government portals (BRN46). Agency assignment is verified against exact registry entities. sha256 verified is set only for re-hashed files (the 400 deterministic random sample and the pilot); the rest carry the harvest sha256. |
phones_detected), never stored.| Characters: 261,323 |
| Upload year: 2024 |
| Upload month: 12 |
| Also in the office store: no |
| Text layer: not available |
| Pages: not available |
| Re-hash verified: not available |
| 981 | Type: pdf | Bytes: 9,826,803 | Characters: 261,323 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,018 | Type: pdf | Bytes: 1,167,925 | Characters: 222,906 | Upload year: 2024 | Upload month: 12 | Also in the office store: yes | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,147 | Type: pdf | Bytes: 2,126,661 | Characters: 346,702 | Upload year: 2024 | Upload month: 12 | Also in the office store: yes | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,368 | Type: pdf | Bytes: 356,486 | Characters: 129,800 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,456 | Type: pdf | Bytes: 116,614 | Characters: 99,632 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,769 | Type: pdf | Bytes: 1,167,925 | Characters: 222,906 | Upload year: 2024 | Upload month: 12 | Also in the office store: yes | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,903 | Type: pdf | Bytes: 4,722,995 | Characters: 815,229 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,907 | Type: pdf | Bytes: 1,053,052 | Characters: 270,470 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,092 | Type: pdf | Bytes: 3,912,161 | Characters: 827,624 | Upload year: 2026 | Upload month: 7 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,125 | Type: pdf | Bytes: 14,529,767 | Characters: 830,163 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,232 | Type: pdf | Bytes: 12,552,396 | Characters: 606,962 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,279 | Type: pdf | Bytes: 3,704,389 | Characters: 641,936 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,456 | Type: pdf | Bytes: 1,073,230 | Characters: 37,756 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,462 | Type: pdf | Bytes: 491,854 | Characters: 32,175 | Upload year: 2024 | Upload month: 12 | Also in the office store: yes | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,673 | Type: pdf | Bytes: 846,506 | Characters: 44,334 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: Text | Pages: 22 | Re-hash verified: yes |
| 2,751 | Type: pdf | Bytes: 242,812 | Characters: 46,993 | Upload year: 2026 | Upload month: 0 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,050 | Type: pdf | Bytes: 178,115 | Characters: 92,465 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,060 | Type: pdf | Bytes: 2,084,142 | Characters: 722,303 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,083 | Type: pdf | Bytes: 2,126,661 | Characters: 346,702 | Upload year: 2024 | Upload month: 12 | Also in the office store: yes | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,161 | Type: pdf | Bytes: 1,160,839 | Characters: 278,837 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,165 | Type: pdf | Bytes: 1,672,743 | Characters: 1,159,930 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,283 | Type: pdf | Bytes: 607,199 | Characters: 227,900 | Upload year: 2024 | Upload month: 12 | Also in the office store: yes | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,453 | Type: pdf | Bytes: 1,405,526 | Characters: 172,443 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,816 | Type: pdf | Bytes: 15,577,168 | Characters: 622,048 | Upload year: 2026 | Upload month: 0 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,910 | Type: pdf | Bytes: 1,329,397 | Characters: 259,667 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 4,036 | Type: pdf | Bytes: 548,721 | Characters: 1,219,216 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| Per-issuing-agency manifest datasets | Publisher: Built from the rows above by the inventory pipeline | Unit: one row per issuing agency, with its partition file, sha256, file counts, and text layer counts | Caveat: Each agency's inventory partition is the resumable unit of the pipeline; a rerun rewrites only partitions whose rows changed. |
| 200-chunk pilot: documents and chunks with printed fields across 14 agencies | Publisher: each document's stored PDF (PyMuPDF text layer) | Unit: one row per pilot document (fields with page and line) and per chunk (page range, counts, text sha256) | Caveat: Pilot documents were chosen to maximize agency diversity across text-layer candidates, chunked in consecutive page blocks up to 4,000 characters, hitting exactly 200 chunks total. Documents with personal data (CVs, data sheets, rosters, beneficiary lists, or >=2 mobile phone numbers on pages 1-2) are screened out before chunking. Phone numbers are never stored in any parquet or served payload. |
| Pipeline run log (measured) | Publisher: Measured pipeline runs on a 16-core machine | Unit: one row per stage run: items, bytes, seconds, workers | Caveat: Runs over files a previous run had read hit the page cache and overstate the rate; the projection uses the cold runs named in its basis. |