Tier 1 — Official Government (base score 6.0)
Tier 2 — Expert Civilian / Institutional (base score 3.0)
Tier 3 — Self-Reported Civilian (base score 1.0)
Tier 1 — Government
Official Government Records
Declassified military and intelligence files. Base credibility score 6.0 before bonuses.
Project Blue Book
🇺🇸 United States Air Force · 1947–1969
6,636 records 1947–1969 Public Domain Tier 1
What It Is
The US Air Force's official UFO investigation program, active from 1947 to 1969. Blue Book investigated over 12,000 reports across 22 years; 6,636 have been digitised into structured records for this database. Cases range from radar tracking by Air Force officers to civilian sightings investigated by military personnel. The final report classified 701 cases as officially "unidentified" — never explained. Source: US National Archives, digitised by Fold3.
Why Selected & How Treated
Primary anchor for cross-source corroboration — GPS-confirmed locations anchor the Haversine algorithm
Parsed from structured CSV with case number, date, location, shape, and Air Force classification
Shape vocabulary normalised to canonical 15-category system
Air Force "Unidentified" classification adds +0.5 to credibility score
Radar and photographic evidence fields extracted and scored separately
CIA FOIA Collection
🇺🇸 Central Intelligence Agency · 1908–2001
525 records 1908–2001 Public Domain Tier 1
What It Is
Declassified intelligence documents from the CIA's FOIA reading room — cables from overseas stations, internal analyses of foreign UAP incidents, and assessments of Soviet-era sighting waves. The Dalnegorsk crash (USSR, 1989) — the strongest physical evidence record in the entire database — comes from this collection. 800+ individual PDF documents processed to yield 525 structured records.
Why Selected & How Treated
PDFs extracted page-by-page using pdfplumber, then processed by Claude Haiku AI with a structured JSON extraction prompt
Each extraction logged with source document hash and script version for full auditability
Foreign location geocoding via Nominatim with manual verification for ambiguous locations
Intelligence cables involving physical evidence or radar receive +1.0–1.5 score bonus
AARO — All-domain Anomaly Resolution Office
🇺🇸 US Department of Defense · 1942–2024
30 records 1942–2024 Public Domain Tier 1
What It Is
The current US DoD office for UAP investigation, established by Congress in 2022. AARO's publicly released case files are the most recent government records in the database — including Go Fast (2015), Puerto Rico UAP (2013), and ORNL metallic specimen analysis. These are the most carefully documented cases in the dataset, each having undergone modern multi-sensor analysis. Plus 8 official case resolution reports (Go Fast, Puerto Rico, Al Taqaddum, Mt. Etna, Eglin, and more) — highest credibility records in the database.
Why Selected & How Treated
Secondary corroboration anchor alongside Blue Book for the Haversine linker
Analytical documents processed via AI extraction to identify specific incident references
Modern cases carry the highest base scores — government-vetted, multi-sensor confirmed
Video evidence (Go Fast, Gimbal, FLIR1) adds +1.0 photographic evidence bonus
UK Ministry of Defence
🇬🇧 United Kingdom · 1909–2009
80 records 1909–2009 Open Govt Licence v3 Tier 1
What It Is
Declassified UAP case files from the UK Ministry of Defence, released to the National Archives between 2008 and 2013. Files cover a century of British military and civilian reports investigated by the Air Force department. Includes Rendlesham Forest (1980) — one of the best-documented UAP incidents in history — and multiple radar-confirmed contacts over UK airspace. Released under Open Government Licence v3.0.
Why Selected & How Treated
Parsed from structured government release CSV with full case metadata
UK grid references converted to WGS84 latitude/longitude for map display
Cases with military witness + radar receive maximum Tier 1 bonuses
Adds European geographic coverage absent from US-centric sources
CEFAE — Spanish Air Force
🇪🇸 Ejército del Aire España · 1962–1995
82 records 1962–1995 CC BY 4.0 Tier 1
What It Is
Eighty declassified expedientes (case files) from Spain's Air Force UAP commission, released between 1992 and 1999. 1,900 pages of sighting records spanning 1962–1995. CEFAE is one of the most substantial government UAP disclosures outside the United States. Includes the Manises Incident (1979) — a military pilot forced to land due to UAP proximity — and multiple radar-confirmed contacts. Source: Biblioteca Virtual de Defensa. CC BY 4.0.
Why Selected & How Treated
Metadata ingested from the BVD catalog during site availability; full PDFs queued for AI extraction
Spanish text handled with bilingual extraction prompts (ES/EN) via Claude Haiku
CEFAE A/B/C/D classification (A = unexplained after full investigation) maps directly to credibility bonus
Adds critical Iberian and Mediterranean geographic coverage
NARA-FAA — Federal Aviation Administration
🇺🇸 FAA via National Archives · 2007–2024
651 records 2007–2024 Public Domain Tier 1
What It Is
Aviation safety UAP incident reports from the FAA's SKYWATCH reporting system, transferred to the National Archives under the 2024 NDAA. Filed by pilots and air traffic controllers — professional aviation observers with precise position data from flight instruments. NARA-FAA is the dominant source in cross-source corroboration: 1,526 of the 17,126 verified links involve NARA-FAA records matching NUFORC civilian sightings at the same location. Record Group 237.
Why Selected & How Treated
Processed with regex parsers extracting FAA facility codes, altitudes, and radar contact status from unstructured text
Aviation professional witness adds +1.0 to credibility; radar contact adds +1.5
Precise flight coordinates enable the highest-confidence Haversine matching in the dataset
The 1,526 NARA-FAA ↔ NUFORC links are among the primary research findings: professional and civilian sources independently documenting the same events
FBI Vault — UFO Files
🇺🇸 Federal Bureau of Investigation · 1947–1954
1,609 records 1947–1954 Public Domain Tier 1
What It Is
Declassified FBI field office reports, teletype messages, and investigation memos covering UFO sightings from 1947 to 1954. Released via FOIA through the FBI Vault in 16 parts (1,632 scanned pages). Covers the most active early years of the modern UFO era including the 1947 wave, Roswell, Kenneth Arnold sighting, and hundreds of civilian and military witness reports from across the United States. Extracted using Claude vision AI from scanned documents. Source: vault.fbi.gov/UFO — Public Domain.
Why Selected & How Treated
Tier 1 government source — FBI field office reports carry high institutional credibility
Extracted via Claude Haiku vision from 1,632 scanned pages across 16 PDF volumes
708 cross-source links with Hatch-UDB — strongest corroboration pair for the 1947–1954 era
Covers iconic cases: Roswell (1947-07-08), Kenneth Arnold Washington state sighting, Portland wave, Bakersfield pilot reports
Credibility score 4.5 base — Tier 1 source with vision extraction uncertainty adjustment
NARA-NSA — National Security Agency
🇺🇸 NSA via National Archives · 1955–1995
38 records 1955–1995 Public Domain Tier 1
What It Is
Declassified NSA signals intelligence records relating to UAP, transferred to NARA under the 2024 NDAA. Intercepts and analysis reports that reference UAP-related contacts. Among the most restricted records ever made publicly available — signals intelligence materials previously withheld under the most sensitive classification levels. NARA Record Group 457.
Why Selected & How Treated
AI extraction from declassified PDFs with signals intelligence vocabulary adapted for the prompt
Small record count (38) reflects genuine rarity — not incomplete ingestion
SIGINT context (radar, electronic detection) adds significant credibility bonuses
NARA-State — US State Department Cables
🇺🇸 State Department via NARA · 1965–1989
8 records 1965–1989 Public Domain Tier 1
What It Is
Diplomatic cables from US embassies reporting UAP incidents in host countries. Sources include Bridgetown (Barbados), Buenos Aires (Argentina), Islamabad (Pakistan), Kuwait, Lomé (Togo), and State Department response cables. These represent foreign government UAP incidents that crossed the US diplomatic reporting threshold — an extremely high bar for inclusion. Record Group 059.
Why Selected & How Treated
Small count (8) accurately reflects the genuine rarity of UAP events reaching diplomatic cable level
Diplomatic cables provide unique geographic coverage across multiple continents
Multi-government involvement (host country + US diplomatic) adds corroboration bonus
DIA · Army Intelligence · DoD · Sign / Grudge
🇺🇸 Multiple US Military Agencies · 1947–2024
217 combined records 1947–2024 Public Domain Tier 1
What It Is
DIA (67 records): Defense Intelligence Agency UAP reports spanning 50 years, including foreign military UAP assessments. NARA RG-615.

Army Intelligence (9 records): US Army UAP records 1947–1997.

DoD analytical (13 records): High-value AARO documents including Go Fast analysis, Puerto Rico radar case, and ORNL metallic specimen study.

Sign/Grudge (5 records): Pre-Blue Book programs (1947–1951). Project Sign produced the classified "Estimate of the Situation" (1948) concluding some UAPs were interplanetary.
Why Selected & How Treated
All processed via AI extraction from NARA PDFs with agency-specific prompt vocabulary
DIA records particularly valuable for foreign military UAP incidents absent from other sources
Sign/Grudge records are among the oldest structured government UAP records — 1947 to 1951
DoD analytical documents have the highest base credibility — government-vetted conclusions
Tier 2 — Expert Civilian
Institutional & Expert Civilian Sources
Scientifically-organised civilian research. Base credibility score 3.0 before bonuses.
GEIPAN — French Space Agency
🇫🇷 CNES (Centre National d'Études Spatiales) · 1954–present
3,274 records 1954–present CC BY-SA / Public Tier 2
What It Is
France's official UAP investigation unit, operated by the CNES national space agency since 1977 (previously GEPAN, then SEPRA). GEIPAN is unique among government programs in publishing its full case database online in real time with its own A/B/C/D classification — A being cases with no explanation found after full investigation. The only currently active government UAP program that publishes openly in real time.
Why Selected & How Treated
Data ingested directly from GEIPAN's public API and open database export
GEIPAN classification A/B/C/D maps directly to credibility bonus: A cases receive +2.0
Professional CNES investigator involvement elevates these above typical civilian reports
Adds substantial Western European coverage with modern, continuously updated records
NARCAP — National Aviation Reporting Center
🇺🇸 Expert Aviation Safety Research · 1995–present
3 records (sample) 1995–present Research licence Tier 2
What It Is
The National Aviation Reporting Center on Anomalous Phenomena collects UAP reports exclusively from aviation professionals — pilots, air traffic controllers, and flight crew. Cases are reviewed by expert investigators before publication. NARCAP's analyst rating system (A–E) feeds directly into credibility scoring. Aviation cases have GPS-precise coordinates from flight data recorders. Full dataset integration pending formal data agreement.
Why Selected & How Treated
Aviation professional witnesses represent the highest-quality civilian observers available
NARCAP analyst rating (A–E) maps to credibility bonus: A-rated cases receive +1.5
Precise flight data coordinates enable high-confidence Haversine matching with FAA records
5 NARCAP ↔ NUFORC cross-source links already identified in sample data
Brazil SIAN / Brazil-Wiki
🇧🇷 Brazilian Air Force · 1954–1986
15 records 1954–1986 CC BY / Public Tier 2
What It Is
Landmark Brazilian UAP cases drawn from Operation Sky Open — the Brazilian Air Force's 1977 declassification of UAP files — and verified historical records. Brazil has been among the most forthcoming governments on UAP disclosure. Cases include the Trindade Island photographs (1958) and multi-witness military events with radar confirmation. 15 landmark cases, not a comprehensive catalog.
Why Selected & How Treated
Selected specifically for South American geographic coverage absent from US/European sources
Hand-curated for highest-evidential-quality cases with military confirmation
Photographic evidence cases (Trindade) receive +1.0 photo evidence bonus
Hatch *U* UFO Database
🌍 Global compilation by Larry Hatch · 1400s–2003
18,077 records ~1400–2003 Family permission Tier 2
What It Is
Larry Hatch's *U* UFO Database — a lifetime's work by an expert researcher who compiled, geolocated, and credibility-rated 18,000+ UAP events from primary sources worldwide. Each record carries Hatch's own credibility (0–9) and strangeness (0–9) ratings, plus a rich attribute code system identifying observer type, evidence category, and shape. Family has verbally permitted use. Accessed via the richgel999/ufo_data GitHub repository (Apache 2.0).
Why Selected & How Treated
Pre-geocoded with lat/lon — the most geographically complete historical dataset in the knowledge graph
Hatch's credibility rating (0–9) contributes up to +2.0 to our credibility score
Rich attribute codes (SCR=disk, CIG=cylinder, PHO=photo, RAD=radar) feed directly into shape and evidence extraction
Exceptional historical depth — records from the 1400s to 2003, global coverage across 100+ countries
Duration data extracted and stored for all records with known observation time
Tier 3 — Civilian Self-Reported
Civilian Reporting Databases
Large-scale self-reported databases. Base score 1.0 — elevated through corroboration.
NUFORC — National UFO Reporting Center
🇺🇸 Civilian Reporting · 1906–2014
134,979 records 1906–2014 Research use Tier 3
What It Is
The largest single source in the database — 134,979 records spanning 108 years. NUFORC has operated a public UAP reporting hotline since 1974, with historical records extending to 1906. Reports are self-submitted witnesses ranging from brief phone calls to detailed written accounts. As Tier 3, individual NUFORC records score low in isolation. But the 1,526 NARA-FAA ↔ NUFORC cross-source links are the platform's primary research finding — civilian phone reports and professional aviation reports, independently documenting the same events.
Why Selected & How Treated
Geographic density makes NUFORC the primary corroboration target for all geolocated government records
Shape vocabulary standardised across 15 canonical categories (saucer → disk, etc.)
A NUFORC record corroborated by Blue Book or NARA-FAA reaches 7.0+ score — high credibility
The score reflects documentation strength, not a claim about what the phenomenon was
NICAP — National Investigations Committee
🇺🇸 Systematic Civilian Investigation · 1860–2000s
5,489 records 1860–2000s Public Domain Tier 2
What It Is
The National Investigations Committee on Aerial Phenomena — the most methodologically rigorous US civilian UAP research organisation (1956–1980), recognised by astronomer J. Allen Hynek as one of the two best civilian groups of its era. NICAP's Sighting Information Database (NSID) applies a systematic categorisation system across 11 evidence categories: radar, photographic, EM effects, physical trace, animal effects, and more. Organisation defunct since 1980 — data is public domain. Accessed via richgel999/ufo_data (Apache 2.0).
Why Selected & How Treated
Historical depth (1860–) adds pre-aviation era records absent from all government sources
NICAP category numbers (01–11) map to evidence types and shape vocabulary in our schema
Elite categories (radar, physical evidence, photographic) receive +0.5–1.5 credibility bonus beyond base score
Treated as Tier 2 in our scoring due to systematic investigator review process
MUFON — Mutual UFO Network
🇺🇸 Civilian Field Investigation · 2019–2021 (sample)
3 records (sample) 2019–2021 Research licence Tier 3
What It Is
The Mutual UFO Network's Case Management System — one of the longest-running civilian UAP organisations with 150,000+ cases globally. MUFON differs from NUFORC in that field investigators follow up on significant reports, providing a secondary review layer. Investigator disposition codes (Unknown UAV, Hoax, IFO, etc.) feed directly into credibility scoring. Currently 3 sample records; full dataset integration pending formal data licensing agreement.
Why Selected & How Treated
Field investigator follow-up elevates MUFON above pure self-reporting — treated as borderline Tier 2/3
Disposition code "Unknown UAV" adds +0.5 credibility; "Hoax" reduces score
Free-text duration parsing extracts observation time for scoring
Full integration planned when data licensing is formalised