archive_org · gov / mil cred 4 · 1954-01-01 Project Blue Book Special Report #14 Embedded from archive.org · open direct · source page In late December 1951, Ruppelt met with members of the Battelle Memorial Institute, a think tank based in Columbus, Ohio. Ruppelt wanted their experts to assist them in making the Air Force UFO study more scientific. It was the Battelle Institute that devised the standardized reporting form. Starting in late March 1952, the Institute started analyzing existing sighting reports and encoding about 30 report characteristics onto IBM punched cards for computer analysis. Project Blue Book Special Report No. 14 was their massive statistical analysis of Blue Book cases to date, some 3200 by the time the report was completed in 1954, after Ruppelt had left Blue Book. Even today, it represents the largest such study ever undertaken. Battelle employed four scientific analysts, who sought to divide cases into "knowns", "unknowns", and a third category of "insufficient information." They also broke down knowns and unknowns into four categories of quality, from excellent to poor. E.g., cases deemed excellent might typically involve experienced witnesses such as airline pilots or trained military personnel, multiple witnesses, corroborating evidence such as radar contact or photographs, etc. In order for a case to be deemed a "known", only two analysts had to independently agree on a solution. However, for a case to be called an "unknown", all four analysts had to agree. Thus the criterion for an "unknown" was quite stringent. In addition, sightings were broken down into six different characteristics â color, number, duration of observation, brightness, shape, and speed â and then these characteristics were compared between knowns and unknowns to see if there was a statistically significant difference. The main results of the statistical analysis were: * About 69% of the cases were judged known or identified (38% were considered conclusively identified while 31% were still "doubtfully" explained); about 9% fell into insufficient information. About 22% were deemed "unknown", down from the earlier 28% value of the Air Force studies. * In the known category, 86% of the knowns were aircraft, balloons, or had astronomical explanations. Only 1.5% of all cases were judged to be psychological or "crackpot" cases. A "miscellaneous" category comprised 8% of all cases and included possible hoaxes. * The higher the quality of the case, the more likely it was to be classified unknown. 35% of the excellent cases were deemed unknowns, as opposed to only 18% of the poorest cases. This was the exact opposite of the result predicted by skeptics, who usually argued unknowns were poorer quality cases involving unreliable witnesses that could be solved if only better information were available. * In all six studied sighting characteristics, the unknowns were different from the knowns at a highly statistically significant level: in five of the six measures the odds of knowns differing from unknowns by chance was only 1% or less. When all six characteristics were considered together, the probability of a match between knowns and unknowns was less than 1 in a billion. Tags agency: US Air Force evidence: DocumentRadar Track program: Project Blue Book source: Public ArchiveSocial Media witness: Multiple Witnesses Metadata (15) Sourcearchive_orgSource tier1 (gov / mil)Credibilitytier 4 / 5KinddocumentMIMEapplication/pdfSize20.73 MBAuthorUnited States Air ForcePublished1954-01-01First seen2026-05-10 08:52Last seen2026-05-10 08:52Source URLhttps://archive.org/details/ProjectBlueBookSpecialReport14Direct URLhttps://archive.org/download/ProjectBlueBookSpecialReport14/pbbsr14.pdf· mediatypetexts· subjectproject, blue, book, bluebook, special, report, 14, fourteen· querytitle:"project blue book" Permalink: /item/01KR8HDKWR5A6RD7XMGEQX5D40.html Related archive_org · gov / mil cred 4 Project Blue Book - 1940s Case Files - 505 cases Project Blue Book was one of a series of systematic studies of unidentified flying objects (UFOs) conducted by the United States Air Force. It started in 1952, and it was the third study of its kind (the first two were projects Sign (1947) and Grudge (1949)). A termination order… 2015-01-01 archive_org · gov / mil cred 4 Project Blue Book : the top secret UFO findings revealed vii, 423 pages, 32 unnumbered pages of plates : 18 cm Includes bibliographical references 1990-01-01 archive_org · gov / mil cred 4 Project BLUE BOOK (roll 1) Roll 1 (microfilm) Case Files of Individual Sightings, Index, and File Nos. 1-54 , summer 1947-July 9, 1947, Project Blue Book . Released by U.S.National Archives and Records Administration (NARA), 1976. RG (Record Group) 341. 1976-01-01 archive_org · gov / mil cred 4 Project Blue Book : the top secret UFO findings revealed Includes bibliographical references 1976-01-01 archive_org · gov / mil cred 4 1969 01 7171740 Boydton Virginia 1969 01 7171740 Boydton Virginia 1969-01-01 archive_org · gov / mil cred 4 1969 02 6779126 Dallastown Pennsylvania 1969 02 6779126 Dallastown Pennsylvania 1969-01-01 archive_org · gov / mil cred 4 1969 01 7171622 Covington Ohio 1969 01 7171622 Covington Ohio 1969-01-01 archive_org · gov / mil cred 4 1969 09 7442856 Dayton Ohio 1969 09 7442856 Dayton Ohio 1969-01-01