diff --git a/src/map.rs b/src/map.rs
index bb182ed397..e16e064a66 100644
--- a/src/map.rs
+++ b/src/map.rs
@@ -1648,6 +1648,28 @@ mod tests {
         assert_eq!(&mut TestEnum::DefaultValue, map.entry(2).or_default());
     }
 
+    #[test]
+    fn occupied_entry_key() {
+        // These keys match hash and equality, but their addresses are distinct.
+        let (k1, k2) = (&mut 1, &mut 1);
+        let k1_ptr = k1 as *const i32;
+        let k2_ptr = k2 as *const i32;
+        assert_ne!(k1_ptr, k2_ptr);
+
+        let mut map = IndexMap::new();
+        map.insert(k1, "value");
+        match map.entry(k2) {
+            Entry::Occupied(ref e) => {
+                // `OccupiedEntry::key` should reference the key in the map,
+                // not the key that was used to find the entry.
+                let ptr = *e.key() as *const i32;
+                assert_eq!(ptr, k1_ptr);
+                assert_ne!(ptr, k2_ptr);
+            },
+            Entry::Vacant(_) => panic!(),
+        }
+    }
+
     #[test]
     fn keys() {
         let vec = vec![(1, 'a'), (2, 'b'), (3, 'c')];
diff --git a/src/map/core.rs b/src/map/core.rs
index 02e99e074f..1c261a5194 100644
--- a/src/map/core.rs
+++ b/src/map/core.rs
@@ -445,6 +445,9 @@ pub enum Entry<'a, K, V> {
 }
 
 impl<'a, K, V> Entry<'a, K, V> {
+    /// Inserts the given default value in the entry if it is vacant and returns a mutable
+    /// reference to it. Otherwise a mutable reference to an already existent value is returned.
+    ///
     /// Computes in **O(1)** time (amortized average).
     pub fn or_insert(self, default: V) -> &'a mut V {
         match self {
@@ -453,6 +456,9 @@ impl<'a, K, V> Entry<'a, K, V> {
         }
     }
 
+    /// Inserts the result of the `call` function in the entry if it is vacant and returns a mutable
+    /// reference to it. Otherwise a mutable reference to an already existent value is returned.
+    ///
     /// Computes in **O(1)** time (amortized average).
     pub fn or_insert_with<F>(self, call: F) -> &'a mut V
     where
@@ -464,6 +470,8 @@ impl<'a, K, V> Entry<'a, K, V> {
         }
     }
 
+    /// Gets a reference to the entry's key, either within the map if occupied,
+    /// or else the new key that was used to find the entry.
     pub fn key(&self) -> &K {
         match *self {
             Entry::Occupied(ref entry) => entry.key(),
@@ -583,10 +591,12 @@ pub struct VacantEntry<'a, K, V> {
 }
 
 impl<'a, K, V> VacantEntry<'a, K, V> {
+    /// Gets a reference to the key that was used to find the entry.
     pub fn key(&self) -> &K {
         &self.key
     }
 
+    /// Takes ownership of the key, leaving the entry vacant.
     pub fn into_key(self) -> K {
         self.key
     }
@@ -596,6 +606,8 @@ impl<'a, K, V> VacantEntry<'a, K, V> {
         self.map.len()
     }
 
+    /// Inserts the entry's key and the given value into the map, and returns a mutable reference
+    /// to the value.
     pub fn insert(self, value: V) -> &'a mut V {
         let i = self.map.push(self.hash, self.key, value);
         &mut self.map.entries[i].value
diff --git a/src/map/core/raw.rs b/src/map/core/raw.rs
index 3388f12361..0115b07f68 100644
--- a/src/map/core/raw.rs
+++ b/src/map/core/raw.rs
@@ -104,14 +104,24 @@ unsafe impl<K: Sync, V: Sync> Sync for OccupiedEntry<'_, K, V> {}
 
 // The parent module also adds methods that don't threaten the unsafe encapsulation.
 impl<'a, K, V> OccupiedEntry<'a, K, V> {
+    /// Gets a reference to the entry's key in the map.
+    ///
+    /// Note that this is not the key that was used to find the entry. There may be an observable
+    /// difference if the key type has any distinguishing features outside of `Hash` and `Eq`, like
+    /// extra fields or the memory address of an allocation.
     pub fn key(&self) -> &K {
-        &self.key
+        &self.map.entries[self.index()].key
     }
 
+    /// Gets a reference to the entry's value in the map.
     pub fn get(&self) -> &V {
         &self.map.entries[self.index()].value
     }
 
+    /// Gets a mutable reference to the entry's value in the map.
+    ///
+    /// If you need a reference which may outlive the destruction of the
+    /// `Entry` value, see `into_mut`.
     pub fn get_mut(&mut self) -> &mut V {
         let index = self.index();
         &mut self.map.entries[index].value
@@ -131,6 +141,8 @@ impl<'a, K, V> OccupiedEntry<'a, K, V> {
         unsafe { self.raw_bucket.read() }
     }
 
+    /// Converts into a mutable reference to the entry's value in the map,
+    /// with a lifetime bound to the map itself.
     pub fn into_mut(self) -> &'a mut V {
         let index = self.index();
         &mut self.map.entries[index].value