We present CO (J = 1→0; 3→2; 5→4; 10→9) and 1.2-kpc resolution [CII] line observations of the dusty starforming galaxy (SFG) HXMM05 -carried out with the Karl G. Jansky Very Large Array, the Combined Array for Research in Millimeter-wave Astronomy, the Plateau de Bure Interferometer, and the Atacama Large Millimeter/submillimeter Array, measuring an unambiguous redshift of z = 2.9850 ± 0.0009. We find that HXMM05 is a hyper-luminous infrared galaxy (L IR = (4 ± 1)×10 13 L ) with a total molecular gas mass of (2.1 ± 0.7)×10 11 (α CO /0.8) M . The CO (J = 1 → 0) and [CII] emission are extended over ∼9 kpc in diameter, and the CO line FWHM exceeds 1100 km s −1 . The [CII] emission shows a monotonic velocity gradient consistent with a disk, with a maximum rotation velocity of v c = 616 ± 100 km s −1 and a dynamical mass of (7.7 ± 3.1)×10 11 M . We find a star formation rate (SFR) of 2900 +750 −595 M yr −1 . HXMM05 is thus among the most intensely star-forming galaxies known at high redshift. Photo-dissociation region modeling suggests physical conditions similar to nearby SFGs, showing extended star formation, which is consistent with our finding that the gas and dust emission are co-spatial. Its molecular gas excitation resembles the local major merger Arp 220. The broad CO and [CII] lines and a pair of compact dust nuclei suggest the presence of a late-stage major merger at the center of the extended disk, again reminiscent of Arp 220. The observed gas kinematics and conditions together with the presence of a companion and the pair of nuclei suggest that HXMM05 is experiencing multiple mergers as a part of the evolution. 15 The orientation of the HST image of HXMM05 shown in Figure 3 of Calanog et al. (2014); Bussmann et al. ( 2015) is incorrect (i.e., North is down instead of up), but the correct locations of all galaxies were used in the lens modeling.