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/bpc.
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: 12 | Bytes: 88,531,930 |
| 2026 | Files: 2 | Bytes: 11,670,263 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| 61 | 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: 224,139 |
| Upload year: 2024 |
| Upload month: 12 |
| Also in the office store: no |
| Text layer: not available |
| Pages: not available |
| Re-hash verified: not available |
| 117 | Type: pdf | Bytes: 19,035,726 | Characters: 132,317 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,299 | Type: pdf | Bytes: 4,782,103 | Characters: 355,970 | Upload year: 2024 | Upload month: 12 | Also in the office store: yes | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,563 | Type: pdf | Bytes: 27,190,264 | Characters: 258,232 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: Text | Pages: 76 | Re-hash verified: yes |
| 1,628 | Type: pdf | Bytes: 979,036 | Characters: 296,627 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,794 | Type: pdf | Bytes: 994,984 | Characters: 57,077 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 1,818 | Type: pdf | Bytes: 5,953,150 | Characters: 283,344 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,000 | Type: pdf | Bytes: 1,214,460 | Characters: 37,307 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,106 | Type: pdf | Bytes: 3,169,275 | Characters: 252,941 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,393 | Type: pdf | Bytes: 2,547,069 | Characters: 120,254 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 2,712 | Type: pdf | Bytes: 461,650 | Characters: 120,216 | Upload year: 2024 | Upload month: 12 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,037 | Type: pdf | Bytes: 11,444,384 | Characters: 143,748 | Upload year: 2026 | Upload month: 6 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,362 | Type: pdf | Bytes: 225,879 | Characters: 38,728 | Upload year: 2026 | Upload month: 2 | Also in the office store: no | Text layer: not available | Pages: not available | Re-hash verified: not available |
| 3,464 | Type: pdf | Bytes: 10,057,695 | Characters: 221,953 | 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. |