diff --git a/docs/source/edgeminer.rst b/docs/source/edgeminer.rst
index f03ba2f9c..c4ee7f91f 100644
--- a/docs/source/edgeminer.rst
+++ b/docs/source/edgeminer.rst
@@ -146,6 +146,8 @@ High Level Functions
 Low Level Functions
 -------------------
 
+.. autofunction:: filter_coincident_edges
+
 .. autofunction:: flatten
 
 .. autofunction:: is_chain
@@ -181,6 +183,8 @@ Classes
 
     .. automethod:: __eq__
 
+    .. automethod:: __hash__
+
     .. automethod:: reversed
 
 .. autoclass:: Deposit
diff --git a/docs/source/tutorials/edges.rst b/docs/source/tutorials/edges.rst
index 94efb119d..47cb76390 100644
--- a/docs/source/tutorials/edges.rst
+++ b/docs/source/tutorials/edges.rst
@@ -1,7 +1,12 @@
 .. _tut_edges:
 
-Tutorial for Finding Geometries
-===============================
+Tutorial for Finding Chains and Loops
+=====================================
+
+.. versionadded:: 1.4
+
+This tutorial shows how to find connected structures like open or closed polylines
+by the :mod:`ezdxf.edgeminer` and the :mod:`ezdxf.edgesmith` modules.
 
 Introduction
 ------------
@@ -462,9 +467,61 @@ intersects this line.
 I am not convinced that this is the best solution or that this solution works for all
 use cases, therefore this is not (yet) a helper function in the :mod:`edgesmith` module.
 
-TODO
-----
+Gaps and Design Inaccuracies
+----------------------------
+
+Most real-world DXF drawings have design inaccuracies, that means, there are gaps between
+the endpoints of entities.
+
+All search and test functions have an optional argument :attr:`gap_tol` or the gap
+tolerance is stored in the :class:`Deposit` class.
+The gap tolerance is the maximum distance between two edge vertices to consider them
+as connected. It is important to use the same tolerance throughout a task, from creating
+the edges til building new DXF entities from chains and loops.
+
+Specialty Edge Paths
+~~~~~~~~~~~~~~~~~~~~
+
+AutoCAD is very picky about edge paths in HATCH entities when it comes to considering
+them as closed. Therefore the :func:`edge_path_from_chain` function adds additional line
+segments between edges when the gap is larger than ``LEN_TOL``, ``LEN_TOL`` is a constant
+value of 1e-9.
+
+Coincident Edges
+----------------
+
+Coincident edges in the context of :mod:`edgeminer` are edges where the start- and the end vertex
+are coincident, remember: the shape of the edge is not known. This is the reason why such
+edges are not removed automatically, e.g. two arcs can create a closed loop as coincident
+edges:
+
+.. image:: gfx/edges_07_loop_from_arcs.png
+
+Coincident edges are a major nuisance and should be avoided at all costs. They create
+ambiguity and can be the reason why the expected results are not found.
+
+The :func:`~ezdxf.edgeminer.filter_coincident_edges` function removes coincident edges.
+It takes a function to test if two edges are coincident and the default function tests
+only if the end points are coincident, but you can pass a more sophisticated function.
+
+
+Set Operations
+--------------
+
+The :class:`ezdxf.edgeminer.Edge` class implements the :meth:`__hash__` method and can be
+used in sets, this allows set operations like subtracting a found loop from the source
+edges:
+
+.. code-block:: Python
+
+    edges = list(edgesmith.edges_from_entities_2d(lines))
+    deposit = edgeminer.Deposit(edges)
+
+    # returns the first loop found
+    first_loop = edgeminer.find_loop(deposit)
+    edges = list(set(edges) - set(first_loop))
 
-    - Coincident edges
-    - Gaps and drawing imprecision
+    # or use this helper function:
+    edges = edgeminer.subtract_edges(edges, first_loop)
 
+The :class:`Deposit` has to be recreated for the new list of edges!
\ No newline at end of file
diff --git a/docs/source/tutorials/gfx/edges_07_loop_from_arcs.png b/docs/source/tutorials/gfx/edges_07_loop_from_arcs.png
new file mode 100644
index 000000000..ccdcd067f
Binary files /dev/null and b/docs/source/tutorials/gfx/edges_07_loop_from_arcs.png differ
diff --git a/src/ezdxf/edgeminer.py b/src/ezdxf/edgeminer.py
index c8483bc51..89c2aea56 100644
--- a/src/ezdxf/edgeminer.py
+++ b/src/ezdxf/edgeminer.py
@@ -207,7 +207,11 @@ def __repr__(self) -> str:
         return f"Edge({content})"
 
     def __hash__(self) -> int:
-        # edge and its reversed edge must have the same hash value!
+        """The edge :attr:`id` is used as hash value.
+
+        An Edge and its reversed edge have the same hash value and cannot both
+        exist in the same :class:`set`.
+        """
         return self.id
 
     def reversed(self) -> Self: