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commit 9b75c7ddb743ceaaa333c008ab9a8e57c59d3b3d
Author: Stephen Mallette <[email protected]>
AuthorDate: Wed Jul 29 21:15:04 2026 +0000

    Add missing llms-summary tags for 4.0 content on master
    
    The Agent Friendly Docs merge left llms-summary gaps in content that
    had diverged on master for the 4.0 line. Fixed:
    
    - The new release-4.x.x upgrade notes had no summaries, gluing all 4.0
      upgrade content onto upgrade/index.md (over the 50KB page budget and
      failing the --strict split). Added summaries per beta release and
      split 4.0.0-beta.3's provider notes to their own page.
    - The GraphSON 4.0 rewrite dropped the summaries on = GraphSON and
      == Version 4.0, gluing the format onto dev/io/index.md. Restored them
      (Version 4.0 kept whole via allow-oversize, as prior versions were).
    - 38 step definitions under the provider gremlin-semantics == Steps
      catalog lacked summaries, gluing them into one oversized page. Added
      a summary per step and anchors for addLabel()/dropLabel().
    - The new asString()-style addLabel()/dropLabel()/labels() traversal
      steps lacked summaries, so they had no llms.txt entry.
    
    bin/process-docs.sh --dryRun now builds successfully with the --strict
    Markdown split passing.
    
    Assisted-by: Claude Code:claude-opus-4-8
---
 docs/src/dev/io/graphson.asciidoc                |  2 ++
 docs/src/dev/provider/gremlin-semantics.asciidoc | 40 ++++++++++++++++++++++++
 docs/src/reference/the-traversal.asciidoc        |  3 ++
 docs/src/upgrade/release-4.x.x.asciidoc          |  5 +++
 4 files changed, 50 insertions(+)

diff --git a/docs/src/dev/io/graphson.asciidoc 
b/docs/src/dev/io/graphson.asciidoc
index 703fca62b8..46e30d99ec 100644
--- a/docs/src/dev/io/graphson.asciidoc
+++ b/docs/src/dev/io/graphson.asciidoc
@@ -16,6 +16,7 @@ KIND, either express or implied.  See the License for the
 specific language governing permissions and limitations
 under the License.
 ////
+[llms-summary="The JSON-based GraphSON serialization format: its purpose, how 
it has evolved across versions, and (from GraphSON 4) its role as the network 
serialization format for the TinkerPop HTTP API."]
 [[graphson]]
 = GraphSON
 
@@ -104,6 +105,7 @@ reflect a particular one. Servers will return the GraphSON 
version and variation
 and it could be different (or change) from server to server. When building 
applications, it is recommended that the
 mime type is made explicit on requests to avoid breaking changes or unexpected 
results.
 
+[llms-summary="GraphSON 4.0: the current format (TinkerPop 4.0.0+, 
application/vnd.gremlin-v4.0+json), a network serialization format for the 
TinkerPop HTTP API, with per-type sample encodings for graph structure and 
request/response messages.",allow-oversize="true"]
 [[graphson-4]]
 == Version 4.0
 
diff --git a/docs/src/dev/provider/gremlin-semantics.asciidoc 
b/docs/src/dev/provider/gremlin-semantics.asciidoc
index 1357c028c7..5ba2fca94c 100644
--- a/docs/src/dev/provider/gremlin-semantics.asciidoc
+++ b/docs/src/dev/provider/gremlin-semantics.asciidoc
@@ -516,6 +516,7 @@ and the corresponding reference documentation. When a step 
has no entries for `A
 the field is still present with `None` as its body. When adding a new step or 
revising an existing one, follow the
 pattern from a neighboring entry rather than introducing a new structure.
 
+[llms-summary="The formal semantics of the addE() step: adds an edge to the 
graph."]
 [[adde-step]]
 === addE()
 
@@ -559,6 +560,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/AddEdgeStartStep.java[source
 (start)],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#addedge-step[reference]
 
+[llms-summary="The formal semantics of the addV() step: adds a vertex to the 
graph."]
 [[addv-step]]
 === addV()
 
@@ -600,6 +602,8 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/AddVertexStartStep.java[source
 (start)],
 
link:https://tinkerpop.apache.org/docs/x.y.z/reference/#addvertex-step[reference]
 
+[llms-summary="The formal semantics of the addLabel() step: adds one or more 
labels to an element."]
+[[addlabel-step]]
 === addLabel()
 
 *Description:* Adds one or more labels to an element.
@@ -637,6 +641,8 @@ than one traversal is provided, each must resolve to a 
single `STRING` label.
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/sideEffect/AddLabelStep.java[source],
 
link:https://tinkerpop.apache.org/docs/x.y.z/reference/#addlabel-step[reference]
 
+[llms-summary="The formal semantics of the dropLabel() step: removes one or 
more specific labels from an element, or removes all labels."]
+[[droplabel-step]]
 === dropLabel()
 
 *Description:* Removes one or more specific labels from an element, or removes 
all labels.
@@ -710,6 +716,7 @@ will be filtered out of the Traversal Stream.
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/filter/AllStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#all-step[reference]
 
+[llms-summary="The formal semantics of the aggregate() step: collects all 
objects in the traversal into a collection."]
 [[aggregate-step]]
 === aggregate()
 
@@ -743,6 +750,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/sideEffect/AggregateStep.java[source],
 
link:https://tinkerpop.apache.org/docs/x.y.z/reference/#aggregate-step[reference]
 
+[llms-summary="The formal semantics of the and() step: ensures that all 
provided traversals yield a result."]
 [[and-step]]
 === and()
 
@@ -810,6 +818,7 @@ filtered out of the Traversal Stream.
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/filter/AnyStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#any-step[reference]
 
+[llms-summary="The formal semantics of the as() step: labels a step for later 
access by steps that make use of such labels."]
 [[as-step]]
 === as()
 
@@ -991,6 +1000,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/AsStringLocalStep.java[source
 (local)],
 
link:https://tinkerpop.apache.org/docs/x.y.z/reference/#asString-step[reference]
 
+[llms-summary="The formal semantics of the barrier() step: turns the lazy 
traversal pipeline into a bulk-synchronous pipeline."]
 [[barrier-step]]
 === barrier()
 
@@ -1026,6 +1036,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/NoOpBarrierStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#barrier-step[reference]
 
+[llms-summary="The formal semantics of the both() step: maps a vertex to its 
adjacent vertices given the edge labels."]
 [[both-step]]
 === both()
 
@@ -1059,6 +1070,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/VertexStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#vertex-steps[reference]
 
+[llms-summary="The formal semantics of the bothE() step: maps a vertex to its 
incident edges given the edge labels."]
 [[bothe-step]]
 === bothE()
 
@@ -1092,6 +1104,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/VertexStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#vertex-steps[reference]
 
+[llms-summary="The formal semantics of the bothV() step: maps an edge to its 
incident vertices."]
 [[bothv-step]]
 === bothV()
 
@@ -1125,6 +1138,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/EdgeVertexStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#vertex-steps[reference]
 
+[llms-summary="The formal semantics of the branch() step: splits the traverser 
to all the specified traversals."]
 [[branch-step]]
 === branch()
 
@@ -1160,6 +1174,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/branch/BranchStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#branch-step[reference]
 
+[llms-summary="The formal semantics of the cap() step: iterates the traversal 
up to itself and emits the sideEffect referenced by the provided key."]
 [[cap-step]]
 === cap()
 
@@ -1280,6 +1295,7 @@ 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/o
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/structure/service/ServiceRegistry.java[ServiceRegistry],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#call-step[reference]
 
+[llms-summary="The formal semantics of the choose() step: a branch step that 
routes the traverser to different paths based on a choice criterion."]
 [[choose-step]]
 === choose()
 
@@ -1378,6 +1394,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://tinkerpop.apache.org/docs/x.y.z/reference/#combine-step[reference],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#merge-step[merge() 
reference]
 
+[llms-summary="The formal semantics of the coin() step: filters traversers 
from the Traversal Stream based on a biased coin toss."]
 [[coin-step]]
 === coin()
 
@@ -1706,6 +1723,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/ElementStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#element-step[reference]
 
+[llms-summary="The formal semantics of the elementMap() step: converts 
elements to a `Map` representation containing the element's `id`, `label`, and 
properties."]
 [[elementmap-step]]
 === elementMap()
 
@@ -1742,6 +1760,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/ElementMapStep.java[source],
 
link:https://tinkerpop.apache.org/docs/x.y.z/reference/#elementmap-step[reference]
 
+[llms-summary="The formal semantics of the E() step: reads edges from the 
graph by their identifiers."]
 [[e-step]]
 === E()
 
@@ -1781,6 +1800,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/GraphStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#graph-step[reference]
 
+[llms-summary="The formal semantics of the format() step: returns a string 
built by substituting variable references in a template with values from the 
incoming traverser."]
 [[format-step]]
 === format()
 
@@ -1819,6 +1839,7 @@ is filtered out of the traversal stream.
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/FormatStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#format-step[reference]
 
+[llms-summary="The formal semantics of the group() step: groups objects in the 
traversal stream by a key and applies a reducing operation to the grouped 
values."]
 [[group-step]]
 === group()
 
@@ -1860,6 +1881,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/sideEffect/GroupSideEffectStep.java[source
 (sideEffect)],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#group-step[reference]
 
+[llms-summary="The formal semantics of the groupCount() step: counts the 
number of times a particular object has been part of a traversal, returning a 
`MAP` where the object is the key and the value is the count."]
 [[groupcount-step]]
 === groupCount()
 
@@ -1899,6 +1921,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/sideEffect/GroupCountSideEffectStep.java[source
 (sideEffect)],
 
link:https://tinkerpop.apache.org/docs/x.y.z/reference/#groupcount-step[reference]
 
+[llms-summary="The formal semantics of the has() step: filters traversers by 
property existence, property value, label, or identifier."]
 [[has-step]]
 === has()
 
@@ -1949,6 +1972,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/filter/HasStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#has-step[reference]
 
+[llms-summary="The formal semantics of the hasId() step: filters elements by 
their identifier."]
 [[hasid-step]]
 === hasId()
 
@@ -1986,6 +2010,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/filter/HasStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#has-step[reference]
 
+[llms-summary="The formal semantics of the hasKey() step: filters properties 
by their key."]
 [[haskey-step]]
 === hasKey()
 
@@ -2024,6 +2049,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/filter/HasStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#has-step[reference]
 
+[llms-summary="The formal semantics of the hasLabel() step: filters elements 
by their label."]
 [[haslabel-step]]
 === hasLabel()
 
@@ -2067,6 +2093,7 @@ present, while chained `hasLabel("a").hasLabel("b")` is a 
conjunction.
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/filter/HasStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#has-step[reference]
 
+[llms-summary="The formal semantics of the hasValue() step: filters properties 
by their value."]
 [[hasvalue-step]]
 === hasValue()
 
@@ -2104,6 +2131,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/filter/HasStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#has-step[reference]
 
+[llms-summary="The formal semantics of the label() step: maps an element to 
its label as a single string value."]
 [[label-step]]
 === label()
 
@@ -2126,6 +2154,7 @@ ordering). Use `labels()` to retrieve all labels reliably.
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/LabelStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#label-step[reference]
 
+[llms-summary="The formal semantics of the labels() step: maps an element to 
its labels, emitting one traverser per label."]
 [[labels-step]]
 === labels()
 
@@ -2184,6 +2213,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/LengthLocalStep.java[source
 (local)],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#length-step[reference]
 
+[llms-summary="The formal semantics of the local() step: executes the provided 
traversal in an object-local manner."]
 [[local-step]]
 === local()
 
@@ -2254,6 +2284,7 @@ types which means that non-iterable types (including 
null) will cause exceptions
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/IntersectStep.java[source],
 
link:https://tinkerpop.apache.org/docs/x.y.z/reference/#intersect-step[reference]
 
+[llms-summary="The formal semantics of the is() step: filters scalar values by 
testing them against a predicate or value."]
 [[is-step]]
 === is()
 
@@ -2364,6 +2395,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/LTrimLocalStep.java[source
 (local)],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#lTrim-step[reference]
 
+[llms-summary="The formal semantics of the match() step: executes a 
declarative pattern match query against the graph using a provider-supported 
query string."]
 [[match-step]]
 === match()
 
@@ -2602,6 +2634,7 @@ resolve to a `MAP`.
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/MergeVertexStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#mergev-step[reference]
 
+[llms-summary="The formal semantics of the none() step: filters list data from 
the traversal stream if none of the list's items match the supplied predicate."]
 [[none-step]]
 === none()
 
@@ -2670,6 +2703,7 @@ applies to list types which means that non-iterable types 
(including null) will
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/ProductStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#product-step[reference]
 
+[llms-summary="The formal semantics of the project() step: projects the 
current object in the stream into a `MAP` that is keyed by the provided 
labels."]
 [[project-step]]
 === project()
 
@@ -2707,6 +2741,7 @@ from the resulting `MAP`.
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/ProjectStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#project-step[reference]
 
+[llms-summary="The formal semantics of the property() step: adds or sets 
properties on elements."]
 [[property-step]]
 === property()
 
@@ -2979,6 +3014,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/SplitLocalStep.java[source
 (local)],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#split-step[reference]
 
+[llms-summary="The formal semantics of the subgraph() step: extracts an 
edge-induced subgraph from the current graph based on the edges encountered 
during traversal."]
 [[subgraph-step]]
 === subgraph()
 
@@ -3127,6 +3163,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/ToUpperLocalStep.java[source
 (local)],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#toUpper-step[reference]
 
+[llms-summary="The formal semantics of the tree() step: aggregates the paths 
of the traversal into a tree data structure."]
 [[tree-step]]
 === tree()
 
@@ -3205,6 +3242,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/TrimLocalStep.java[source
 (local)],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#trim-step[reference]
 
+[llms-summary="The formal semantics of the V() step: reads vertices from the 
graph by their identifiers."]
 [[v-step]]
 === V()
 
@@ -3244,6 +3282,7 @@ None
 See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/java/org/apache/tinkerpop/gremlin/process/traversal/step/map/GraphStep.java[source],
 link:https://tinkerpop.apache.org/docs/x.y.z/reference/#graph-step[reference]
 
+[llms-summary="The formal semantics of the valueMap() step: converts elements 
to a map representation of their properties."]
 [[valueMap-step]]
 === valueMap()
 
@@ -3305,6 +3344,7 @@ See: 
link:https://github.com/apache/tinkerpop/tree/x.y.z/gremlin-core/src/main/j
 
link:https://tinkerpop.apache.org/docs/x.y.z/reference/#valuemap-step[reference],
 
link:https://tinkerpop.apache.org/docs/x.y.z/reference/#propertymap-step[reference]
 
+[llms-summary="The formal semantics of the where() step: filters traversers 
based on a predicate, a traversal, or a comparison between labeled steps."]
 [[where-step]]
 === where()
 
diff --git a/docs/src/reference/the-traversal.asciidoc 
b/docs/src/reference/the-traversal.asciidoc
index a3afcfc3b8..130ac5cda0 100644
--- a/docs/src/reference/the-traversal.asciidoc
+++ b/docs/src/reference/the-traversal.asciidoc
@@ -688,6 +688,7 @@ 
link:++https://tinkerpop.apache.org/javadocs/x.y.z/core/org/apache/tinkerpop/gre
 
link:++https://tinkerpop.apache.org/javadocs/x.y.z/core/org/apache/tinkerpop/gremlin/process/traversal/dsl/graph/GraphTraversal.html#addV(java.lang.String,java.lang.String...)++[`addV(String,
 String...)`],
 
link:++https://tinkerpop.apache.org/javadocs/x.y.z/core/org/apache/tinkerpop/gremlin/process/traversal/dsl/graph/GraphTraversal.html#addV(org.apache.tinkerpop.gremlin.process.traversal.Traversal)++[`addV(Traversal)`]
 
+[llms-summary="The addLabel()-step (sideEffect) adds one or more labels to an 
element on a graph configured with a multi-label LabelCardinality."]
 [[addlabel-step]]
 === AddLabel Step
 
@@ -1923,6 +1924,7 @@ g.V()
 
 * 
link:++https://tinkerpop.apache.org/javadocs/x.y.z/core/org/apache/tinkerpop/gremlin/process/traversal/dsl/graph/GraphTraversal.html#drop()++[`drop()`]
 
+[llms-summary="The dropLabel()-step (sideEffect) removes one or more specific 
labels from an element, and dropLabels() removes all of them."]
 [[droplabel-step]]
 === DropLabel Step
 
@@ -2892,6 +2894,7 @@ chosen non-deterministically.
 
 
link:++https://tinkerpop.apache.org/javadocs/x.y.z/core/org/apache/tinkerpop/gremlin/process/traversal/dsl/graph/GraphTraversal.html#label()++[`label()`]
 
+[llms-summary="The labels()-step (flatMap) takes an Element and emits each of 
its labels as a separate traverser."]
 [[labels-step]]
 === Labels Step
 
diff --git a/docs/src/upgrade/release-4.x.x.asciidoc 
b/docs/src/upgrade/release-4.x.x.asciidoc
index be6da98ab5..3b270392ec 100644
--- a/docs/src/upgrade/release-4.x.x.asciidoc
+++ b/docs/src/upgrade/release-4.x.x.asciidoc
@@ -17,6 +17,7 @@ specific language governing permissions and limitations
 under the License.
 ////
 
+[llms-summary="Upgrade notes for the TinkerPop 4.0.x release line: the 
breaking changes, new features, and provider and driver migration guidance 
introduced across its beta releases on the way to 4.0.0."]
 = TinkerPop 4.0.0
 
 image::gremlins-wildest-dreams.png[width=185]
@@ -38,6 +39,7 @@ complete list of all the modifications that are part of this 
release.
 
 ==== Graph Driver Providers
 
+[llms-summary="Upgrade notes for the TinkerPop 4.0.0-beta.3 release: 
user-facing changes including declarative pattern matching improvements and 
other 4.0 features."]
 == TinkerPop 4.0.0-beta.3
 
 *Release Date: July 20, 2026*
@@ -873,6 +875,7 @@ Optional<Tree<String>> found = tree.findSubtree("josh");    
// Optional[{ripple=
 See: 
link:https://lists.apache.org/thread/o0nqh6kmrkdht531655p351ldjll045d[[DISCUSS] 
Make Tree no longer extend HashMap]
 
 
+[llms-summary="Provider-facing upgrade notes for TinkerPop 4.0.0-beta.3: 
changes graph system and graph driver providers must account for, including 
Provider Defined Types (PDT)."]
 === Upgrading for Providers
 
 ==== Graph System Providers
@@ -1017,6 +1020,7 @@ reference implementation, and the
 
link:https://tinkerpop.apache.org/docs/4.0.0-beta.3/dev/provider/#tinkerpop-providers-tinkergql[provider
 documentation]
 for wiring instructions.
 
+[llms-summary="Upgrade notes for the TinkerPop 4.0.0-beta.2 release: 
user-facing changes including more idiomatic Python property access and other 
4.0 features, plus provider guidance."]
 == TinkerPop 4.0.0-beta.2
 
 *Release Date: April 1, 2026*
@@ -1459,6 +1463,7 @@ TinkerPop does retain a small cohort of Java-based 
"process" tests for embedded
 additional features that are not well suited to the Gherkin style. Providers 
who wish to use these simply implement the
 `ProcessEmbeddedStandardSuite` and the `ProcessEmbeddedComputerSuite` as has 
normally been done in the past.
 
+[llms-summary="Upgrade notes for the TinkerPop 4.0.0-beta.1 release: the 
initial 4.0 preview of the new HTTP API for server and drivers, including 
server-side result bulking, plus provider guidance."]
 == TinkerPop 4.0.0-beta.1
 
 *Release Date: January 17, 2025*

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