Feature Name | Class | Elev. meters | County | Latitude DMS | Longitude DMS |
| Pleasant Valley Church | Church | 38 | Leflore | 33 31 49 N | 090 21 20 W |
| Pleasant Valley Church | Church | 36 | Leflore | 33 36 53 N | 090 24 19 W |
| Pleasant Valley Church | Church | 49 | Marion | 31 13 41 N | 089 52 45 W |
| Pleasant Valley Church | Church | 90 | Monroe | 33 56 34 N | 088 38 02 W |
| Pleasant Valley Church | Church | 128 | Neshoba | 32 36 49 N | 089 15 05 W |
| Pleasant Valley Church | Church | 134 | Newton | 32 24 07 N | 089 14 13 W |
| Pleasant Valley Church | Church | 106 | Pike | 31 04 27 N | 090 16 33 W |
| Pleasant Valley Church | Church | 121 | Pike | 31 13 33 N | 090 15 38 W |
| Pleasant Valley Church | Church | 117 | Prentiss | 34 29 11 N | 088 23 46 W |
| Pleasant Valley Church | Church | 183 | Scott | 32 16 03 N | 089 22 46 W |
| Pleasant Valley Church | Church | 29 | Sharkey | 33 02 51 N | 090 50 14 W |
| Pleasant Valley Church | Church | 27 | Sharkey | 32 56 05 N | 090 46 38 W |
| Pleasant Valley Church | Church | 89 | Simpson | 31 55 12 N | 089 54 56 W |
| Pleasant Valley Church | Church | 30 | Warren | 32 26 28 N | 090 52 35 W |
| Pleasant Valley Church | Church | 34 | Warren | 32 34 46 N | 090 39 28 W |
| Pleasant Valley Church | Church | 37 | Washington | 33 27 25 N | 090 48 56 W |
| Pleasant Valley Church | Church | 61 | Wilkinson | 31 10 37 N | 091 27 21 W |
| Pleasant Valley Church (historical) | Church | 140 | Choctaw | 33 22 09 N | 089 19 18 W |
| Pleasant Valley Church (historical) | Church | 50 | Coahoma | 34 15 53 N | 090 40 17 W |
| Pleasant Valley Missionary Baptist Church | Church | 70 | Jones | 31 42 04 N | 089 07 10 W |
| Pleasant Valley Oil Field | Oilfield | 33 | Wilkinson | 31 11 13 N | 091 28 18 W |
| Pleasant Valley School (historical) | School | 108 | Clarke | 32 04 02 N | 088 38 06 W |
| Pleasant Valley School (historical) | School | 126 | Pike | 31 11 03 N | 090 29 51 W |
| Pleasant View (historical) | Locale | 118 | Prentiss | 34 29 09 N | 088 23 46 W |
| Pleasant View Landing (historical) | Locale | 37 | Leflore | 33 29 30 N | 090 13 34 W |
| Pleasant View School (historical) | School | 97 | Copiah | 32 02 17 N | 090 24 42 W |
| Pleasantdale Church | Church | 128 | Union | 34 22 48 N | 089 13 38 W |
| Pleasanton (historical) | Locale | 130 | Itawamba | 34 22 00 N | 088 16 45 W |
| Plentitude (historical) | Locale | 135 | Union | 34 24 17 N | 088 57 42 W |
| Plesant Grove Church | Church | 37 | Leflore | 33 26 17 N | 090 22 24 W |
| Plesant Grove Church (historical) | Church | 167 | Alcorn | 34 47 13 N | 088 41 48 W |
| Plum Bluff Cutoff | Bend | 8 | George | 30 47 33 N | 088 41 04 W |
| Plum Creek | Stream | | Noxubee | 33 02 59 N | 088 30 51 W |
| Plum Grove | Populated Place | 65 | Lowndes | 33 18 35 N | 088 26 25 W |
| Plum Grove Elementary School | School | 65 | Lowndes | 33 18 34 N | 088 26 21 W |
| Plum Point | Cape | 84 | Yalobusha | 34 09 40 N | 089 51 10 W |
| Plum Point | Populated Place | 116 | DeSoto | 34 58 46 N | 089 57 17 W |
| Plum Point Recreation Area | Park | 90 | Yalobusha | 34 09 40 N | 089 51 20 W |
| Plummer Branch | Stream | | Wayne | 31 43 07 N | 088 51 27 W |
| Plummer Lake | Lake | 44 | Coahoma | 34 02 04 N | 090 36 19 W |
| Plummer Point | Cape | 3 | Jackson | 30 24 39 N | 088 50 27 W |
| Plummer Slu | Stream | | Rankin | 32 23 13 N | 089 58 34 W |
| Plumorchard Branch | Stream | | Prentiss | 34 29 53 N | 088 31 28 W |
| Plumville (historical) | Populated Place | 61 | Yazoo | 32 40 05 N | 090 18 30 W |
| Plunkett Lake Dam | Dam | 75 | Yazoo | 32 47 24 N | 090 22 30 W |
| Pluto | Populated Place | 34 | Holmes | 33 03 12 N | 090 22 52 W |
| Pluto Cemetery | Cemetery | 33 | Holmes | 33 03 14 N | 090 23 00 W |
| Plymouth (historical) | Locale | 104 | Pontotoc | 34 12 20 N | 088 54 35 W |
| Plymouth (historical) | Populated Place | 57 | Lowndes | 33 31 23 N | 088 30 06 W |
| Plymouth Baptist Church | Church | 52 | Lowndes | 33 30 09 N | 088 26 41 W |
| Plymouth Bluff | Cliff | 47 | Lowndes | 33 30 45 N | 088 29 33 W |
| Plymouth Bluff Nature and Cultural Study Center | Building | 46 | Lowndes | 33 30 25 N | 088 29 24 W |
| Plymouth Cemetery | Cemetery | 60 | Lowndes | 33 31 35 N | 088 29 57 W |
| Plymouth Church | Church | 95 | Amite | 31 10 12 N | 090 54 17 W |
| Plymouth Male and Female Academy (historical) | School | 64 | Lowndes | 33 31 21 N | 088 30 44 W |
| Poa Ridge Cemetery | Cemetery | 95 | Grenada | 33 51 38 N | 089 54 34 W |
| Poagville | Populated Place | 111 | Tate | 34 40 58 N | 089 51 45 W |
| Pocahontas | Populated Place | 74 | Hinds | 32 28 28 N | 090 17 10 W |
| Pocahontas Cemetery | Cemetery | 74 | Hinds | 32 28 28 N | 090 17 08 W |
| Pocahontas Church | Church | 91 | Hinds | 32 24 05 N | 090 16 49 W |
| Pocahontas Club Lake Dam | Dam | 69 | Hinds | 32 27 43 N | 090 17 06 W |
| Pocahontas Methodist Church | Church | 75 | Hinds | 32 28 29 N | 090 17 10 W |
| Pocahontas Mound | Summit | 73 | Hinds | 32 28 10 N | 090 17 18 W |
| Pocahontas Mounds Roadside Park | Park | 71 | Hinds | 32 28 08 N | 090 17 19 W |
| Pocahontas Post Office | Post Office | 73 | Hinds | 32 28 26 N | 090 17 13 W |
| Poe Field | Flat | 91 | Monroe | 33 44 45 N | 088 33 20 W |
| Poes Ferry (historical) | Crossing | 33 | Wayne | 31 33 52 N | 088 33 37 W |
| Poindexter Elementary School | School | 101 | Hinds | 32 18 17 N | 090 12 11 W |
| Poindexter Island | Island | 31 | Issaquena | 32 52 48 N | 090 58 14 W |
| Poindexter Park | Park | 99 | Hinds | 32 18 12 N | 090 11 54 W |
| Point | Locale | 86 | Lauderdale | 32 18 41 N | 088 53 26 W |
| Point Ascot | Cape | 0 | Jackson | 30 25 38 N | 088 51 52 W |
| Point Aux Chenes | Cape | 0 | Jackson | 30 19 07 N | 088 28 49 W |
| Point Aux Chenes Bay | Bay | 3 | Jackson | 30 20 42 N | 088 25 46 W |
| Point Cadet | Cape | 0 | Harrison | 30 23 24 N | 088 51 26 W |
| Point Cadet Plaza Shopping Center | Locale | 3 | Harrison | 30 23 36 N | 088 51 30 W |
| Point Clear | Cape | 1 | Hancock | 30 14 01 N | 089 25 13 W |
| Point Clear Island | Island | 1 | Hancock | 30 13 33 N | 089 26 33 W |
| Point Facilo | Cape | 14 | Claiborne | 31 54 46 N | 091 11 25 W |
| Point Harbor | Populated Place | 49 | Clay | 33 35 20 N | 088 29 48 W |
| Point Laurel Lookout Tower | Tower | 83 | Jones | 31 36 13 N | 089 02 25 W |
| Point Leflore (historical) | Locale | 39 | Leflore | 33 33 10 N | 090 10 43 W |
| Point Leflore Landing (historical) | Locale | 33 | Leflore | 33 33 07 N | 090 10 41 W |
| Point Moore Landing | Locale | 33 | Washington | 33 08 14 N | 091 09 45 W |
| Point Plaza Shopping Center | Locale | 72 | Clay | 33 36 27 N | 088 38 49 W |
| Point Pleasant | Cape | 76 | Yalobusha | 34 08 35 N | 089 50 14 W |
| Point Pleasant Cemetery | Cemetery | 156 | Jefferson Davis | 31 43 60 N | 089 47 35 W |
| Point Pleasant Cemetery | Cemetery | 162 | Jefferson Davis | 31 44 17 N | 089 45 38 W |
| Point Pleasant Church | Church | 163 | Jefferson Davis | 31 44 17 N | 089 45 35 W |
| Point Pleasant Landing (historical) | Locale | 35 | Humphreys | 33 05 16 N | 090 28 28 W |
| Point Pleasant Recreation Area | Park | 93 | Yalobusha | 34 08 15 N | 089 50 05 W |
| Point Pleasant School (historical) | School | 156 | Jefferson Davis | 31 44 01 N | 089 47 41 W |
| Point Pleasant School (historical) | School | 119 | Webster | 33 39 47 N | 089 18 46 W |
| Point Tuasaine | Cape | 1 | Jackson | 30 21 49 N | 088 35 33 W |
| Poison Head Branch | Stream | | Forrest | 30 57 18 N | 089 18 18 W |
| Poison Pond | Reservoir | 66 | Monroe | 34 02 00 N | 088 28 22 W |
| Pokal | Locale | 110 | Simpson | 31 46 11 N | 090 04 52 W |
| Polar Branch | Stream | | Harrison | 30 28 29 N | 089 15 37 W |
| Polar Branch | Stream | | Scott | 32 22 01 N | 089 19 59 W |
| Pole Branch | Stream | | Kemper | 32 46 47 N | 088 35 58 W |
| Pole Branch | Stream | | Scott | 32 28 32 N | 089 45 06 W |
| Pole Branch | Stream | | Simpson | 31 51 27 N | 090 01 41 W |
| Pole Branch | Stream | | Wayne | 31 38 19 N | 088 45 26 W |
| Pole Bridge Branch | Stream | | Leake | 32 46 36 N | 089 27 58 W |
| Pole Creek | Stream | | Pearl River | 30 40 03 N | 089 41 07 W |
| Pole Pen Cemetery | Cemetery | 112 | Attala | 32 56 03 N | 089 51 36 W |
| Polecat Branch | Stream | | Jones | 31 42 19 N | 089 18 42 W |
| Poley Branch | Stream | | Wayne | 31 42 36 N | 088 40 52 W |
| Polk Cemetery | Cemetery | 136 | Jefferson Davis | 31 37 27 N | 089 51 53 W |
| Polk Cemetery | Cemetery | 105 | Jefferson Davis | 31 35 30 N | 089 48 02 W |