| # UFO/UAP run — reports & artifact manifest |
|
|
| An end-to-end retrieval-augmented-generation build over the recent **official Pentagon/IC UAP |
| disclosure**, run through the production pipeline (xberg + pdf_oxide 0.3.74 → Qwen3-Embedding-8B → |
| LanceDB → parquet/jsonl; Mistral-Large-2411 answerer, independent Opus 4.8 judge, the #508 |
| retrieval pipeline) and published as two extraction variants for comparison. |
| |
| ## Start here |
| |
| - **`full-run-report.md`** — the master report: corpus, pipeline, the A/B extraction finding, |
| defect scan, and graded Q&A results. Read this first. |
| |
| ## Reports |
| |
| - **`ocr-vs-no-ocr.md`** — forced-OCR vs native extraction, page-aligned, per dataset. |
| - **`defect-scan.md`** / **`.json`** — pdf_oxide structural defect scan over all 7,288 native pages. |
| - **`ufo-qa-ocr.pdf`** / **`ufo-qa-no-ocr.pdf`** — the graded Q&A sessions with **verbatim answers |
| and cited sources** (the no-ocr report includes an OCR-vs-native before/after page). HTML source |
| alongside; machine-readable grades in `qa-graded-ocr.json` / `qa-graded-no-ocr.json`. |
| - **`PLAN.md`** — the plan & storyboard. |
| - **`corpus-provenance.md`** — how the corpus was sourced and staged (the Akamai-block workaround, |
| the war.gov `uap-data.csv` manifest, Wayback recovery). |
|
|
| ## Corpus |
|
|
| 789 documents, **7,288 pages**. The official disclosure — **PURSUE releases 01–04** (war.gov/UFO, |
| including the **Jul 10 2026 release 04**) + **NARA electronic records** (OSD/FAA/ODNI/NRC) + |
| **AARO/ODNI/DoD reports** (Historical Record Report Vol 1, FY21 prelim, FY23, FY24) + the **NASA |
| UAP study**. Per-dataset page counts and sourcing in `full-run-report.md` and `corpus-provenance.md`. |
|
|
| ## Question sets |
|
|
| - `qa/questions.txt` — 11 RAG-rigor questions (AARO counts/timeline, per-case object + evidence, |
| sensor modalities, HRR reverse-engineering conclusions, sensitive-site sightings, cumulative counts…). |
| - `qa/questions_community.txt` — 16 **strictly community-driven** questions, built by iterating public |
| forum and press demand to convergence (non-human intelligence/biologics, crash-retrieval and |
| reverse-engineering claims, named programs, the famous cases, nuclear-site incursions, transmedium |
| behavior, whistleblower testimony, redactions, Blue Book vs AARO…). |
| - 2 refusal probes (in `qa/capture_v31.py`): in-domain-unsupported + out-of-corpus. |
|
|
| ## Two extraction variants (A/B) |
|
|
| - **`data-ocr`** — forced GLM-OCR on every page. |
| - **`data-no-ocr`** — native text-layer extraction (xberg + pdf_oxide), OCR only as a scan fallback. |
| |
| Each is published with a global `all.parquet`/`all.jsonl.gz` **and** per-dataset |
| `<dataset>.parquet`/`.jsonl.gz`, plus `SHA256SUMS`. |
| |
| ## Where every artifact lives |
| |
| - **HF `beeberg/ufo`** (https://huggingface.co/datasets/beeberg/ufo): `data-ocr/` and `data-no-ocr/` |
| (global + per-dataset parquet/jsonl + checksums), and the reports under `reports/`. |
| - **RunPod volume `lilbee-corpus-us`** (US-MO-1): the staged raw corpus at `/workspace/ufo` and the |
| LanceDB index snapshots (`ufo-index-ocr.tar`, `ufo-index-no-ocr.tar`). |
| - **This branch (`ufo-corpus`)**: the reports (md + committed PDF), graded JSON, and the full staging |
| + ingest + QA harness. |
| |
| ## Reproducibility |
| |
| - `infra/ufo_download.sh` — idempotent corpus staging (war.gov CSV manifest, Wayback `id_` recovery, |
| snapshot pinned past the latest release, skip guards). |
| - `infra/ingest_ufo.sh` — two-variant ingest (force-OCR / native + fallback), global + per-dataset export. |
| - `infra/ingest_ufo_r4.sh` — the append run that folded in release 04 without re-OCR'ing the corpus. |
| - `infra/ufo_qa.sh` + `qa/capture_v31.py` — serve Mistral-Large on each index and capture both question sets. |
| - `infra/run_ufo.sh` / `run_ufo_r4.sh` — the launchers (land pod → ingest → QA → power off). |
|
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