From 2197f9cc52d2503e0de1d51054a2a1ab2f5d63de Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Mon, 5 Jan 2026 20:14:16 +0100
Subject: [PATCH 01/12] Implement merge_concrete_entities function and add some
  tests

---
 src/typeagent/knowpro/knowledge.py |  81 ++++++++++++++--
 tests/test_knowledge.py            | 150 +++++++++++++++++++++++++++++
 2 files changed, 224 insertions(+), 7 deletions(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index 34d05bc..526f301 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -2,6 +2,7 @@
 # Licensed under the MIT License.
 
 import asyncio
+from dataclasses import dataclass
 
 from typechat import Result, TypeChatLanguageModel
 
@@ -74,14 +75,80 @@ async def extract_knowledge_from_text_batch(
 def merge_concrete_entities(
     entities: list[kplib.ConcreteEntity],
 ) -> list[kplib.ConcreteEntity]:
-    """Merge a list of concrete entities into a single list of merged entities."""
-    raise NotImplementedError("TODO")
-    # merged_entities = concrete_to_merged_entities(entities)
+    """Merge a list of concrete entities by name, combining types and facets.
+
+    Entities with the same name are merged:
+    - Types are combined into a sorted unique list
+    - Facets with the same name have their values concatenated with "; "
+    """
+    if not entities:
+        return []
+
+    # Build a dict of merged entities keyed by name
+    merged: dict[str, _MergedEntity] = {}
+
+    for entity in entities:
+        name_key = entity.name
+        existing = merged.get(name_key)
+
+        if existing is None:
+            # First occurrence - create new merged entity
+            merged[name_key] = _MergedEntity(
+                name=entity.name,
+                types=set(entity.type),
+                facets=_facets_to_merged(entity.facets) if entity.facets else {},
+            )
+        else:
+            # Merge into existing
+            existing.types.update(entity.type)
+            if entity.facets:
+                for facet in entity.facets:
+                    facet_name = facet.name
+                    facet_value = str(facet.value) if facet.value else ""
+                    existing.facets.setdefault(facet_name, []).append(facet_value)
+
+    # Convert merged entities back to ConcreteEntity
+    result = []
+    for merged_entity in merged.values():
+        concrete = kplib.ConcreteEntity(
+            name=merged_entity.name,
+            type=sorted(merged_entity.types),
+        )
+        if merged_entity.facets:
+            concrete.facets = _merged_to_facets(merged_entity.facets)
+        result.append(concrete)
+
+    return result
+
+
+@dataclass
+class _MergedEntity:
+    """Internal helper for merging entities."""
+
+    name: str
+    types: set[str]
+    facets: dict[str, list[str]]
+
+
+def _facets_to_merged(facets: list[kplib.Facet]) -> dict[str, list[str]]:
+    """Convert a list of Facets to a merged facets dict."""
+    merged: dict[str, list[str]] = {}
+    for facet in facets:
+        name = facet.name
+        value = str(facet.value) if facet.value else ""
+        merged.setdefault(name, []).append(value)
+    return merged
+
 
-    # merged_concrete_entities = []
-    # for merged_entity in merged_entities.values():
-    #     merged_concrete_entities.append(merged_to_concrete_entity(merged_entity))
-    # return merged_concrete_entities
+def _merged_to_facets(merged_facets: dict[str, list[str]]) -> list[kplib.Facet]:
+    """Convert a merged facets dict back to a list of Facets."""
+    facets = []
+    for name, values in merged_facets.items():
+        if values:
+            # Deduplicate values while preserving order
+            unique_values = list(dict.fromkeys(values))
+            facets.append(kplib.Facet(name=name, value="; ".join(unique_values)))
+    return facets
 
 
 def merge_topics(topics: list[str]) -> list[str]:
diff --git a/tests/test_knowledge.py b/tests/test_knowledge.py
index 7dcffeb..5b74678 100644
--- a/tests/test_knowledge.py
+++ b/tests/test_knowledge.py
@@ -10,8 +10,10 @@
     create_knowledge_extractor,
     extract_knowledge_from_text,
     extract_knowledge_from_text_batch,
+    merge_concrete_entities,
     merge_topics,
 )
+from typeagent.knowpro.kplib import ConcreteEntity, Facet
 
 
 class MockKnowledgeExtractor:
@@ -81,3 +83,151 @@ def test_merge_topics():
     assert "topic1" in merged_topics
     assert "topic2" in merged_topics
     assert "topic3" in merged_topics
+
+
+# Tests for merge_concrete_entities
+
+
+def test_merge_concrete_entities_empty_list() -> None:
+    """Test merging an empty list returns empty list."""
+    result = merge_concrete_entities([])
+    assert result == []
+
+
+def test_merge_concrete_entities_single_entity() -> None:
+    """Test merging a single entity preserves case."""
+    entity = ConcreteEntity(name="Alice", type=["Person"])
+    result = merge_concrete_entities([entity])
+
+    assert len(result) == 1
+    assert result[0].name == "Alice"
+    assert result[0].type == ["Person"]
+
+
+def test_merge_concrete_entities_distinct() -> None:
+    """Test merging distinct entities keeps them separate."""
+    entities = [
+        ConcreteEntity(name="Alice", type=["Person"]),
+        ConcreteEntity(name="Bob", type=["Person"]),
+    ]
+    result = merge_concrete_entities(entities)
+
+    assert len(result) == 2
+    names = {e.name for e in result}
+    assert names == {"Alice", "Bob"}
+
+
+def test_merge_concrete_entities_same_name_different_case() -> None:
+    """Test that entities with different case names are NOT merged (case-sensitive)."""
+    entities = [
+        ConcreteEntity(name="Alice", type=["Person"]),
+        ConcreteEntity(name="ALICE", type=["Employee"]),
+        ConcreteEntity(name="alice", type=["Manager"]),
+    ]
+    result = merge_concrete_entities(entities)
+
+    # Case-sensitive: all three are distinct
+    assert len(result) == 3
+    names = {e.name for e in result}
+    assert names == {"Alice", "ALICE", "alice"}
+
+
+def test_merge_concrete_entities_types_deduplicated_and_sorted() -> None:
+    """Test that merged types are deduplicated and sorted."""
+    entities = [
+        ConcreteEntity(name="Alice", type=["Person", "Employee"]),
+        ConcreteEntity(name="Alice", type=["Employee", "Manager"]),
+    ]
+    result = merge_concrete_entities(entities)
+
+    assert len(result) == 1
+    assert result[0].type == ["Employee", "Manager", "Person"]
+
+
+def test_merge_concrete_entities_with_facets() -> None:
+    """Test merging entities with facets."""
+    entities = [
+        ConcreteEntity(
+            name="Alice",
+            type=["Person"],
+            facets=[Facet(name="age", value="30")],
+        ),
+        ConcreteEntity(
+            name="Alice",
+            type=["Employee"],
+            facets=[Facet(name="department", value="Engineering")],
+        ),
+    ]
+    result = merge_concrete_entities(entities)
+
+    assert len(result) == 1
+    assert result[0].facets is not None
+    facet_names = {f.name for f in result[0].facets}
+    assert facet_names == {"age", "department"}
+
+
+def test_merge_concrete_entities_same_facet_combines_values() -> None:
+    """Test that facets with the same name have values combined."""
+    entities = [
+        ConcreteEntity(
+            name="Alice",
+            type=["Person"],
+            facets=[Facet(name="hobby", value="reading")],
+        ),
+        ConcreteEntity(
+            name="Alice",
+            type=["Person"],
+            facets=[Facet(name="hobby", value="swimming")],
+        ),
+    ]
+    result = merge_concrete_entities(entities)
+
+    assert len(result) == 1
+    assert result[0].facets is not None
+    hobby_facet = next(f for f in result[0].facets if f.name == "hobby")
+    assert hobby_facet.value == "reading; swimming"
+
+
+def test_merge_concrete_entities_facets_deduplicated() -> None:
+    """Test that duplicate facet values are deduplicated."""
+    entities = [
+        ConcreteEntity(
+            name="Alice",
+            type=["Person"],
+            facets=[Facet(name="hobby", value="reading")],
+        ),
+        ConcreteEntity(
+            name="Alice",
+            type=["Person"],
+            facets=[Facet(name="hobby", value="reading")],  # Duplicate
+        ),
+        ConcreteEntity(
+            name="Alice",
+            type=["Person"],
+            facets=[Facet(name="hobby", value="swimming")],
+        ),
+    ]
+    result = merge_concrete_entities(entities)
+
+    assert len(result) == 1
+    assert result[0].facets is not None
+    hobby_facet = next(f for f in result[0].facets if f.name == "hobby")
+    assert hobby_facet.value == "reading; swimming"
+
+
+def test_merge_concrete_entities_without_facets_with_facets() -> None:
+    """Test merging an entity without facets with one that has facets."""
+    entities = [
+        ConcreteEntity(name="Alice", type=["Person"]),
+        ConcreteEntity(
+            name="Alice",
+            type=["Employee"],
+            facets=[Facet(name="department", value="Engineering")],
+        ),
+    ]
+    result = merge_concrete_entities(entities)
+
+    assert len(result) == 1
+    assert result[0].facets is not None
+    assert len(result[0].facets) == 1
+    assert result[0].facets[0].name == "department"

From 7d96468e74c83fcd08367ec52598029ff281cde5 Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Wed, 7 Jan 2026 00:58:24 +0100
Subject: [PATCH 02/12] Update src/typeagent/knowpro/knowledge.py

refactored based on @copilot suggestion

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 src/typeagent/knowpro/knowledge.py | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index 526f301..f3b679d 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -102,10 +102,9 @@ def merge_concrete_entities(
             # Merge into existing
             existing.types.update(entity.type)
             if entity.facets:
-                for facet in entity.facets:
-                    facet_name = facet.name
-                    facet_value = str(facet.value) if facet.value else ""
-                    existing.facets.setdefault(facet_name, []).append(facet_value)
+                merged_facets = _facets_to_merged(entity.facets)
+                for facet_name, facet_values in merged_facets.items():
+                    existing.facets.setdefault(facet_name, []).extend(facet_values)
 
     # Convert merged entities back to ConcreteEntity
     result = []

From b36885ae9e1bbc9275a413c0da4c46267af3d518 Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Wed, 7 Jan 2026 02:20:25 +0100
Subject: [PATCH 03/12] - improved implementation based on copilot feedback in
 review - adopted implementation and tests to be caseinsensitive (as in the TS
 reference app)

---
 src/typeagent/knowpro/knowledge.py | 78 +++++++++++++++++++++---------
 tests/test_knowledge.py            | 24 ++++-----
 2 files changed, 66 insertions(+), 36 deletions(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index f3b679d..53d2d64 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -77,38 +77,46 @@ def merge_concrete_entities(
 ) -> list[kplib.ConcreteEntity]:
     """Merge a list of concrete entities by name, combining types and facets.
 
-    Entities with the same name are merged:
-    - Types are combined into a sorted unique list
-    - Facets with the same name have their values concatenated with "; "
+    Entities with the same name (case-insensitive) are merged:
+    - Names, types, and facet names/values are lowercased for matching
+    - Types are combined into a sorted unique list (lowercased)
+    - Facets with the same name have their unique values concatenated with "; "
+
+    Note:
+        This function normalizes all text to lowercase, matching the TypeScript
+        implementation in knowledgeMerge.ts. Facet values are converted to
+        strings during merging. Complex types like Quantity and Quantifier
+        use their __str__ representation (e.g., "5 kg" or "many items").
+
+    Returns:
+        A list of merged entities sorted by name for deterministic ordering.
     """
     if not entities:
         return []
 
-    # Build a dict of merged entities keyed by name
+    # Build a dict of merged entities keyed by lowercased name
     merged: dict[str, _MergedEntity] = {}
 
     for entity in entities:
-        name_key = entity.name
+        name_key = entity.name.lower()
         existing = merged.get(name_key)
 
         if existing is None:
             # First occurrence - create new merged entity
             merged[name_key] = _MergedEntity(
-                name=entity.name,
-                types=set(entity.type),
+                name=entity.name.lower(),
+                types=set(t.lower() for t in entity.type),
                 facets=_facets_to_merged(entity.facets) if entity.facets else {},
             )
         else:
             # Merge into existing
-            existing.types.update(entity.type)
+            existing.types.update(t.lower() for t in entity.type)
             if entity.facets:
-                merged_facets = _facets_to_merged(entity.facets)
-                for facet_name, facet_values in merged_facets.items():
-                    existing.facets.setdefault(facet_name, []).extend(facet_values)
+                _merge_facets(existing.facets, entity.facets)
 
-    # Convert merged entities back to ConcreteEntity
+    # Convert merged entities back to ConcreteEntity, sorted by name
     result = []
-    for merged_entity in merged.values():
+    for merged_entity in sorted(merged.values(), key=lambda e: e.name):
         concrete = kplib.ConcreteEntity(
             name=merged_entity.name,
             type=sorted(merged_entity.types),
@@ -126,27 +134,49 @@ class _MergedEntity:
 
     name: str
     types: set[str]
-    facets: dict[str, list[str]]
+    facets: dict[str, set[str]]
 
 
-def _facets_to_merged(facets: list[kplib.Facet]) -> dict[str, list[str]]:
-    """Convert a list of Facets to a merged facets dict."""
-    merged: dict[str, list[str]] = {}
+def _facet_value_to_string(value: kplib.Value | None) -> str:
+    """Convert a facet value to a lowercase string.
+
+    Complex types like Quantity and Quantifier use their __str__ representation.
+    """
+    return str(value).lower() if value else ""
+
+
+def _add_facet_to_merged(
+    merged: dict[str, set[str]], facet: kplib.Facet
+) -> None:
+    """Add a single facet to a merged facets dict."""
+    name = facet.name.lower()
+    value = _facet_value_to_string(facet.value)
+    merged.setdefault(name, set()).add(value)
+
+
+def _facets_to_merged(facets: list[kplib.Facet]) -> dict[str, set[str]]:
+    """Convert a list of Facets to a merged facets dict.
+
+    Facet names and values are lowercased for case-insensitive merging.
+    """
+    merged: dict[str, set[str]] = {}
     for facet in facets:
-        name = facet.name
-        value = str(facet.value) if facet.value else ""
-        merged.setdefault(name, []).append(value)
+        _add_facet_to_merged(merged, facet)
     return merged
 
 
-def _merged_to_facets(merged_facets: dict[str, list[str]]) -> list[kplib.Facet]:
+def _merge_facets(existing: dict[str, set[str]], facets: list[kplib.Facet]) -> None:
+    """Merge facets into an existing facets dict."""
+    for facet in facets:
+        _add_facet_to_merged(existing, facet)
+
+
+def _merged_to_facets(merged_facets: dict[str, set[str]]) -> list[kplib.Facet]:
     """Convert a merged facets dict back to a list of Facets."""
     facets = []
     for name, values in merged_facets.items():
         if values:
-            # Deduplicate values while preserving order
-            unique_values = list(dict.fromkeys(values))
-            facets.append(kplib.Facet(name=name, value="; ".join(unique_values)))
+            facets.append(kplib.Facet(name=name, value="; ".join(sorted(values))))
     return facets
 
 
diff --git a/tests/test_knowledge.py b/tests/test_knowledge.py
index 5b74678..ba6ee5e 100644
--- a/tests/test_knowledge.py
+++ b/tests/test_knowledge.py
@@ -95,17 +95,17 @@ def test_merge_concrete_entities_empty_list() -> None:
 
 
 def test_merge_concrete_entities_single_entity() -> None:
-    """Test merging a single entity preserves case."""
+    """Test merging a single entity lowercases names and types."""
     entity = ConcreteEntity(name="Alice", type=["Person"])
     result = merge_concrete_entities([entity])
 
     assert len(result) == 1
-    assert result[0].name == "Alice"
-    assert result[0].type == ["Person"]
+    assert result[0].name == "alice"
+    assert result[0].type == ["person"]
 
 
 def test_merge_concrete_entities_distinct() -> None:
-    """Test merging distinct entities keeps them separate."""
+    """Test merging distinct entities keeps them separate (lowercased)."""
     entities = [
         ConcreteEntity(name="Alice", type=["Person"]),
         ConcreteEntity(name="Bob", type=["Person"]),
@@ -114,11 +114,11 @@ def test_merge_concrete_entities_distinct() -> None:
 
     assert len(result) == 2
     names = {e.name for e in result}
-    assert names == {"Alice", "Bob"}
+    assert names == {"alice", "bob"}
 
 
 def test_merge_concrete_entities_same_name_different_case() -> None:
-    """Test that entities with different case names are NOT merged (case-sensitive)."""
+    """Test that entities with different case names ARE merged (case-insensitive)."""
     entities = [
         ConcreteEntity(name="Alice", type=["Person"]),
         ConcreteEntity(name="ALICE", type=["Employee"]),
@@ -126,14 +126,14 @@ def test_merge_concrete_entities_same_name_different_case() -> None:
     ]
     result = merge_concrete_entities(entities)
 
-    # Case-sensitive: all three are distinct
-    assert len(result) == 3
-    names = {e.name for e in result}
-    assert names == {"Alice", "ALICE", "alice"}
+    # Case-insensitive: all three are merged into one
+    assert len(result) == 1
+    assert result[0].name == "alice"
+    assert result[0].type == ["employee", "manager", "person"]
 
 
 def test_merge_concrete_entities_types_deduplicated_and_sorted() -> None:
-    """Test that merged types are deduplicated and sorted."""
+    """Test that merged types are deduplicated, lowercased, and sorted."""
     entities = [
         ConcreteEntity(name="Alice", type=["Person", "Employee"]),
         ConcreteEntity(name="Alice", type=["Employee", "Manager"]),
@@ -141,7 +141,7 @@ def test_merge_concrete_entities_types_deduplicated_and_sorted() -> None:
     result = merge_concrete_entities(entities)
 
     assert len(result) == 1
-    assert result[0].type == ["Employee", "Manager", "Person"]
+    assert result[0].type == ["employee", "manager", "person"]
 
 
 def test_merge_concrete_entities_with_facets() -> None:

From c4f1c1f9656c2e29e8360ab991b057433b91cef4 Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Thu, 8 Jan 2026 16:32:00 +0100
Subject: [PATCH 04/12] Refactor _add_facet_to_merged function signature for
 improved readability

---
 src/typeagent/knowpro/knowledge.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index 53d2d64..0e7b9b6 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -145,9 +145,7 @@ def _facet_value_to_string(value: kplib.Value | None) -> str:
     return str(value).lower() if value else ""
 
 
-def _add_facet_to_merged(
-    merged: dict[str, set[str]], facet: kplib.Facet
-) -> None:
+def _add_facet_to_merged(merged: dict[str, set[str]], facet: kplib.Facet) -> None:
     """Add a single facet to a merged facets dict."""
     name = facet.name.lower()
     value = _facet_value_to_string(facet.value)

From 77e8575b9f39590ebd619894c766ed958bde934b Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Tue, 13 Jan 2026 15:11:31 +0100
Subject: [PATCH 05/12] Update src/typeagent/knowpro/knowledge.py

Co-authored-by: Guido van Rossum <gvanrossum@gmail.com>
---
 src/typeagent/knowpro/knowledge.py | 15 +++++++--------
 1 file changed, 7 insertions(+), 8 deletions(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index 0e7b9b6..475612d 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -104,15 +104,14 @@ def merge_concrete_entities(
         if existing is None:
             # First occurrence - create new merged entity
             merged[name_key] = _MergedEntity(
-                name=entity.name.lower(),
-                types=set(t.lower() for t in entity.type),
-                facets=_facets_to_merged(entity.facets) if entity.facets else {},
+                name=name_key,
+                types=set(),
+                facets={},
             )
-        else:
-            # Merge into existing
-            existing.types.update(t.lower() for t in entity.type)
-            if entity.facets:
-                _merge_facets(existing.facets, entity.facets)
+        # Merge into existing
+        existing.types.update(t.lower() for t in entity.type)
+        if entity.facets:
+            _merge_facets(existing.facets, entity.facets)
 
     # Convert merged entities back to ConcreteEntity, sorted by name
     result = []

From 2bf7a8a19bcd6f71cb7905d1f12ce35aa48b38eb Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Tue, 13 Jan 2026 15:11:55 +0100
Subject: [PATCH 06/12] Update src/typeagent/knowpro/knowledge.py

Co-authored-by: Guido van Rossum <gvanrossum@gmail.com>
---
 src/typeagent/knowpro/knowledge.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index 475612d..fc4a34f 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -141,7 +141,7 @@ def _facet_value_to_string(value: kplib.Value | None) -> str:
 
     Complex types like Quantity and Quantifier use their __str__ representation.
     """
-    return str(value).lower() if value else ""
+    return str(value).lower() if value is not None else ""
 
 
 def _add_facet_to_merged(merged: dict[str, set[str]], facet: kplib.Facet) -> None:

From 8af406a80120c3c60d4284c545c4efb585f946bd Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Tue, 13 Jan 2026 15:12:11 +0100
Subject: [PATCH 07/12] Update src/typeagent/knowpro/knowledge.py

Co-authored-by: Guido van Rossum <gvanrossum@gmail.com>
---
 src/typeagent/knowpro/knowledge.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index fc4a34f..0e1555b 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -171,7 +171,8 @@ def _merge_facets(existing: dict[str, set[str]], facets: list[kplib.Facet]) -> N
 def _merged_to_facets(merged_facets: dict[str, set[str]]) -> list[kplib.Facet]:
     """Convert a merged facets dict back to a list of Facets."""
     facets = []
-    for name, values in merged_facets.items():
+    for name in sorted(merged_facets):
+        values = merged_value[name]
         if values:
             facets.append(kplib.Facet(name=name, value="; ".join(sorted(values))))
     return facets

From 532e05c6811c34f8bd3c3ef670218f95df3349b4 Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Tue, 13 Jan 2026 17:03:57 +0100
Subject: [PATCH 08/12] implemented guidos reviews in #153

---
 src/typeagent/knowpro/knowledge.py | 44 ++++++++++++------------------
 1 file changed, 18 insertions(+), 26 deletions(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index 0e1555b..cdb745a 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -72,6 +72,15 @@ async def extract_knowledge_from_text_batch(
     return [results[i] for i in range(len(text_batch))]
 
 
+@dataclass
+class _MergedEntity:
+    """Internal helper for merging entities."""
+
+    name: str
+    types: set[str]
+    facets: dict[str, set[str]]
+
+
 def merge_concrete_entities(
     entities: list[kplib.ConcreteEntity],
 ) -> list[kplib.ConcreteEntity]:
@@ -105,13 +114,14 @@ def merge_concrete_entities(
             # First occurrence - create new merged entity
             merged[name_key] = _MergedEntity(
                 name=name_key,
-                types=set(),
-                facets={},
+                types=set(t.lower() for t in entity.type),
+                facets=_facets_to_merged(entity.facets) if entity.facets else {},
             )
-        # Merge into existing
-        existing.types.update(t.lower() for t in entity.type)
-        if entity.facets:
-            _merge_facets(existing.facets, entity.facets)
+        else:
+            # Merge into existing
+            existing.types.update(t.lower() for t in entity.type)
+            if entity.facets:
+                _merge_facets(existing.facets, entity.facets)
 
     # Convert merged entities back to ConcreteEntity, sorted by name
     result = []
@@ -127,27 +137,10 @@ def merge_concrete_entities(
     return result
 
 
-@dataclass
-class _MergedEntity:
-    """Internal helper for merging entities."""
-
-    name: str
-    types: set[str]
-    facets: dict[str, set[str]]
-
-
-def _facet_value_to_string(value: kplib.Value | None) -> str:
-    """Convert a facet value to a lowercase string.
-
-    Complex types like Quantity and Quantifier use their __str__ representation.
-    """
-    return str(value).lower() if value is not None else ""
-
-
 def _add_facet_to_merged(merged: dict[str, set[str]], facet: kplib.Facet) -> None:
     """Add a single facet to a merged facets dict."""
     name = facet.name.lower()
-    value = _facet_value_to_string(facet.value)
+    value = str(facet.value).lower() if facet.value else ""
     merged.setdefault(name, set()).add(value)
 
 
@@ -171,8 +164,7 @@ def _merge_facets(existing: dict[str, set[str]], facets: list[kplib.Facet]) -> N
 def _merged_to_facets(merged_facets: dict[str, set[str]]) -> list[kplib.Facet]:
     """Convert a merged facets dict back to a list of Facets."""
     facets = []
-    for name in sorted(merged_facets):
-        values = merged_value[name]
+    for name, values in merged_facets.items():
         if values:
             facets.append(kplib.Facet(name=name, value="; ".join(sorted(values))))
     return facets

From 99002633b893fc130bdc2abe6e50c1a32d5f9cf3 Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Tue, 13 Jan 2026 17:17:29 +0100
Subject: [PATCH 09/12] made  merge_concrete_entities() lower-casing optional,
 controlled by an optional argument. The argument is Callable[[str], str] with
 default of str.lower

added corresponding testcases
---
 src/typeagent/knowpro/knowledge.py |  63 ++++++++++-----
 tests/test_knowledge.py            | 126 +++++++++++++++++++++++++++++
 tests/test_messageindex.py         |   3 +-
 3 files changed, 170 insertions(+), 22 deletions(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index cdb745a..26461c9 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -2,6 +2,7 @@
 # Licensed under the MIT License.
 
 import asyncio
+from collections.abc import Callable
 from dataclasses import dataclass
 
 from typechat import Result, TypeChatLanguageModel
@@ -83,19 +84,26 @@ class _MergedEntity:
 
 def merge_concrete_entities(
     entities: list[kplib.ConcreteEntity],
+    normalize: Callable[[str], str] = str.lower,
 ) -> list[kplib.ConcreteEntity]:
     """Merge a list of concrete entities by name, combining types and facets.
 
-    Entities with the same name (case-insensitive) are merged:
-    - Names, types, and facet names/values are lowercased for matching
-    - Types are combined into a sorted unique list (lowercased)
+    Entities with the same name (after normalization) are merged:
+    - Names, types, and facet names/values are normalized for matching
+    - Types are combined into a sorted unique list (normalized)
     - Facets with the same name have their unique values concatenated with "; "
 
+    Args:
+        entities: List of entities to merge.
+        normalize: Function to normalize strings for matching. Defaults to
+            str.lower for case-insensitive matching. Pass lambda x: x to
+            preserve original casing.
+
     Note:
-        This function normalizes all text to lowercase, matching the TypeScript
-        implementation in knowledgeMerge.ts. Facet values are converted to
-        strings during merging. Complex types like Quantity and Quantifier
-        use their __str__ representation (e.g., "5 kg" or "many items").
+        By default, this function normalizes all text to lowercase, matching
+        the TypeScript implementation in knowledgeMerge.ts. Facet values are
+        converted to strings during merging. Complex types like Quantity and
+        Quantifier use their __str__ representation (e.g., "5 kg" or "many items").
 
     Returns:
         A list of merged entities sorted by name for deterministic ordering.
@@ -103,25 +111,27 @@ def merge_concrete_entities(
     if not entities:
         return []
 
-    # Build a dict of merged entities keyed by lowercased name
+    # Build a dict of merged entities keyed by normalized name
     merged: dict[str, _MergedEntity] = {}
 
     for entity in entities:
-        name_key = entity.name.lower()
+        name_key = normalize(entity.name)
         existing = merged.get(name_key)
 
         if existing is None:
             # First occurrence - create new merged entity
             merged[name_key] = _MergedEntity(
                 name=name_key,
-                types=set(t.lower() for t in entity.type),
-                facets=_facets_to_merged(entity.facets) if entity.facets else {},
+                types=set(normalize(t) for t in entity.type),
+                facets=(
+                    _facets_to_merged(entity.facets, normalize) if entity.facets else {}
+                ),
             )
         else:
             # Merge into existing
-            existing.types.update(t.lower() for t in entity.type)
+            existing.types.update(normalize(t) for t in entity.type)
             if entity.facets:
-                _merge_facets(existing.facets, entity.facets)
+                _merge_facets(existing.facets, entity.facets, normalize)
 
     # Convert merged entities back to ConcreteEntity, sorted by name
     result = []
@@ -137,28 +147,39 @@ def merge_concrete_entities(
     return result
 
 
-def _add_facet_to_merged(merged: dict[str, set[str]], facet: kplib.Facet) -> None:
+def _add_facet_to_merged(
+    merged: dict[str, set[str]],
+    facet: kplib.Facet,
+    normalize: Callable[[str], str],
+) -> None:
     """Add a single facet to a merged facets dict."""
-    name = facet.name.lower()
-    value = str(facet.value).lower() if facet.value else ""
+    name = normalize(facet.name)
+    value = normalize(str(facet.value)) if facet.value else ""
     merged.setdefault(name, set()).add(value)
 
 
-def _facets_to_merged(facets: list[kplib.Facet]) -> dict[str, set[str]]:
+def _facets_to_merged(
+    facets: list[kplib.Facet],
+    normalize: Callable[[str], str],
+) -> dict[str, set[str]]:
     """Convert a list of Facets to a merged facets dict.
 
-    Facet names and values are lowercased for case-insensitive merging.
+    Facet names and values are normalized for merging.
     """
     merged: dict[str, set[str]] = {}
     for facet in facets:
-        _add_facet_to_merged(merged, facet)
+        _add_facet_to_merged(merged, facet, normalize)
     return merged
 
 
-def _merge_facets(existing: dict[str, set[str]], facets: list[kplib.Facet]) -> None:
+def _merge_facets(
+    existing: dict[str, set[str]],
+    facets: list[kplib.Facet],
+    normalize: Callable[[str], str],
+) -> None:
     """Merge facets into an existing facets dict."""
     for facet in facets:
-        _add_facet_to_merged(existing, facet)
+        _add_facet_to_merged(existing, facet, normalize)
 
 
 def _merged_to_facets(merged_facets: dict[str, set[str]]) -> list[kplib.Facet]:
diff --git a/tests/test_knowledge.py b/tests/test_knowledge.py
index ba6ee5e..a95ba8a 100644
--- a/tests/test_knowledge.py
+++ b/tests/test_knowledge.py
@@ -231,3 +231,129 @@ def test_merge_concrete_entities_without_facets_with_facets() -> None:
     assert result[0].facets is not None
     assert len(result[0].facets) == 1
     assert result[0].facets[0].name == "department"
+
+
+# Tests for merge_concrete_entities with normalize parameter variations
+
+
+def test_merge_concrete_entities_normalize_uppercase() -> None:
+    """Test merging with uppercase normalization."""
+    entities = [
+        ConcreteEntity(name="Alice", type=["Person"]),
+        ConcreteEntity(name="ALICE", type=["Employee"]),
+    ]
+    result = merge_concrete_entities(entities, normalize=str.upper)
+
+    assert len(result) == 1
+    assert result[0].name == "ALICE"
+    assert result[0].type == ["EMPLOYEE", "PERSON"]
+
+
+def test_merge_concrete_entities_normalize_identity() -> None:
+    """Test merging with identity normalization (case-sensitive)."""
+    entities = [
+        ConcreteEntity(name="Alice", type=["Person"]),
+        ConcreteEntity(name="ALICE", type=["Employee"]),
+        ConcreteEntity(name="alice", type=["Manager"]),
+    ]
+    # Identity function preserves case, so these are three distinct entities
+    result = merge_concrete_entities(entities, normalize=lambda x: x)
+
+    assert len(result) == 3
+    names = {e.name for e in result}
+    assert names == {"Alice", "ALICE", "alice"}
+
+
+def test_merge_concrete_entities_normalize_identity_same_name() -> None:
+    """Test merging with identity normalization for same-cased names."""
+    entities = [
+        ConcreteEntity(name="Alice", type=["Person"]),
+        ConcreteEntity(name="Alice", type=["Employee"]),
+    ]
+    result = merge_concrete_entities(entities, normalize=lambda x: x)
+
+    # Same case, so they merge
+    assert len(result) == 1
+    assert result[0].name == "Alice"
+    assert result[0].type == ["Employee", "Person"]
+
+
+def _to_camel_case(s: str) -> str:
+    """Convert a string to camelCase for normalization."""
+    words = s.replace("_", " ").replace("-", " ").split()
+    if not words:
+        return s
+    return words[0].lower() + "".join(word.capitalize() for word in words[1:])
+
+
+def test_merge_concrete_entities_normalize_camelcase() -> None:
+    """Test merging with camelCase normalization."""
+    entities = [
+        ConcreteEntity(name="software engineer", type=["job title"]),
+        ConcreteEntity(name="Software Engineer", type=["profession"]),
+    ]
+    result = merge_concrete_entities(entities, normalize=_to_camel_case)
+
+    assert len(result) == 1
+    assert result[0].name == "softwareEngineer"
+    assert result[0].type == ["jobTitle", "profession"]
+
+
+def test_merge_concrete_entities_normalize_camelcase_distinct() -> None:
+    """Test camelCase normalization keeps different words distinct."""
+    entities = [
+        ConcreteEntity(name="software engineer", type=["Role"]),
+        ConcreteEntity(name="data scientist", type=["Role"]),
+    ]
+    result = merge_concrete_entities(entities, normalize=_to_camel_case)
+
+    assert len(result) == 2
+    names = {e.name for e in result}
+    assert names == {"softwareEngineer", "dataScientist"}
+
+
+def test_merge_concrete_entities_normalize_uppercase_with_facets() -> None:
+    """Test uppercase normalization also applies to facet names and values."""
+    entities = [
+        ConcreteEntity(
+            name="Alice",
+            type=["Person"],
+            facets=[Facet(name="city", value="new york")],
+        ),
+        ConcreteEntity(
+            name="alice",
+            type=["Employee"],
+            facets=[Facet(name="City", value="New York")],
+        ),
+    ]
+    result = merge_concrete_entities(entities, normalize=str.upper)
+
+    assert len(result) == 1
+    assert result[0].name == "ALICE"
+    assert result[0].facets is not None
+    city_facet = next(f for f in result[0].facets if f.name == "CITY")
+    # Both values normalize to "NEW YORK" so they deduplicate
+    assert city_facet.value == "NEW YORK"
+
+
+def test_merge_concrete_entities_normalize_identity_with_facets() -> None:
+    """Test identity normalization preserves facet name/value case."""
+    entities = [
+        ConcreteEntity(
+            name="Alice",
+            type=["Person"],
+            facets=[Facet(name="City", value="New York")],
+        ),
+        ConcreteEntity(
+            name="Alice",
+            type=["Employee"],
+            facets=[Facet(name="city", value="new york")],
+        ),
+    ]
+    result = merge_concrete_entities(entities, normalize=lambda x: x)
+
+    assert len(result) == 1
+    assert result[0].facets is not None
+    # With identity, "City" and "city" are different facet names
+    facet_names = {f.name for f in result[0].facets}
+    assert facet_names == {"City", "city"}
diff --git a/tests/test_messageindex.py b/tests/test_messageindex.py
index 864fd3b..b4e40dd 100644
--- a/tests/test_messageindex.py
+++ b/tests/test_messageindex.py
@@ -145,9 +145,10 @@ async def test_lookup_messages_in_subset(
 @pytest.mark.asyncio
 async def test_generate_embedding(needs_auth: None):
     """Test generating an embedding for a message without mocking."""
+    import numpy as np
+
     from typeagent.aitools.embeddings import AsyncEmbeddingModel, TEST_MODEL_NAME
     from typeagent.aitools.vectorbase import TextEmbeddingIndexSettings
-    import numpy as np
 
     # Create real MessageTextIndex with test model
     test_model = AsyncEmbeddingModel(model_name=TEST_MODEL_NAME)

From b22de884c8960f0b6e937e3e38e4cda47fd7db71 Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Tue, 13 Jan 2026 17:18:16 +0100
Subject: [PATCH 10/12] merged upstream

---
 pyproject.toml |    4 +-
 uv.lock        | 1119 ++++++++++++++++++++++++------------------------
 2 files changed, 556 insertions(+), 567 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index db613fc..a3632cb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,7 +55,7 @@ dev = [
   "logfire>=4.1.0",
   "opentelemetry-instrumentation-httpx>=0.57b0",
   "pydantic-ai-slim[openai]>=1.39.0",
-  "pyright>=1.1.408",  # 407 has a regression
+  "pyright==1.1.408",  # 407 has a regression
   "pytest>=8.3.5",
   "pytest-asyncio>=0.26.0",
   "pytest-mock>=3.14.0",
@@ -90,5 +90,5 @@ known_local_folder = ["conftest"]
 [dependency-groups]
 dev = [
     "isort>=7.0.0",
-    "pyright>=1.1.408",
+    "pyright==1.1.408",
 ]
diff --git a/uv.lock b/uv.lock
index 1318bd5..7482a1d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 2
 requires-python = ">=3.12"
 resolution-markers = [
     "python_full_version >= '3.13'",
@@ -17,16 +17,15 @@ wheels = [
 
 [[package]]
 name = "anyio"
-version = "4.11.0"
+version = "4.12.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "idna" },
-    { name = "sniffio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/c6/78/7d432127c41b50bccba979505f272c16cbcadcc33645d5fa3a738110ae75/anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4", size = 219094, upload-time = "2025-09-23T09:19:12.58Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/96/f0/5eb65b2bb0d09ac6776f2eb54adee6abe8228ea05b20a5ad0e4945de8aac/anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703", size = 228685, upload-time = "2026-01-06T11:45:21.246Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/15/b3/9b1a8074496371342ec1e796a96f99c82c945a339cd81a8e73de28b4cf9e/anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc", size = 109097, upload-time = "2025-09-23T09:19:10.601Z" },
+    { url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592, upload-time = "2026-01-06T11:45:19.497Z" },
 ]
 
 [[package]]
@@ -49,15 +48,15 @@ wheels = [
 
 [[package]]
 name = "azure-core"
-version = "1.36.0"
+version = "1.37.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "requests" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/0a/c4/d4ff3bc3ddf155156460bff340bbe9533f99fac54ddea165f35a8619f162/azure_core-1.36.0.tar.gz", hash = "sha256:22e5605e6d0bf1d229726af56d9e92bc37b6e726b141a18be0b4d424131741b7", size = 351139, upload-time = "2025-10-15T00:33:49.083Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ef/83/41c9371c8298999c67b007e308a0a3c4d6a59c6908fa9c62101f031f886f/azure_core-1.37.0.tar.gz", hash = "sha256:7064f2c11e4b97f340e8e8c6d923b822978be3016e46b7bc4aa4b337cfb48aee", size = 357620, upload-time = "2025-12-11T20:05:13.518Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b1/3c/b90d5afc2e47c4a45f4bba00f9c3193b0417fad5ad3bb07869f9d12832aa/azure_core-1.36.0-py3-none-any.whl", hash = "sha256:fee9923a3a753e94a259563429f3644aaf05c486d45b1215d098115102d91d3b", size = 213302, upload-time = "2025-10-15T00:33:51.058Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/34/a9914e676971a13d6cc671b1ed172f9804b50a3a80a143ff196e52f4c7ee/azure_core-1.37.0-py3-none-any.whl", hash = "sha256:b3abe2c59e7d6bb18b38c275a5029ff80f98990e7c90a5e646249a56630fcc19", size = 214006, upload-time = "2025-12-11T20:05:14.96Z" },
 ]
 
 [[package]]
@@ -104,16 +103,16 @@ wheels = [
 
 [[package]]
 name = "azure-mgmt-keyvault"
-version = "12.1.1"
+version = "13.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "azure-mgmt-core" },
-    { name = "msrest" },
+    { name = "isodate" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/82/78/507023e96a057d07bfce7e9f6d72cde1586dcbc79e9d4d63e975937df484/azure_mgmt_keyvault-12.1.1.tar.gz", hash = "sha256:c50d99f48ef3d6540266694dac5436233a42635e1894a02f4700c9acb9d2bd6e", size = 98566, upload-time = "2025-10-09T09:01:21.995Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/39/44/d453a7a125cb44f6443808f11c820a4c3f88d0af2c5b8d9adaf490ed064e/azure_mgmt_keyvault-13.0.0.tar.gz", hash = "sha256:56c12904e6d9ac49f886483e50e3f635d8bf43a489eb32fa7b4832f323d396c7", size = 102260, upload-time = "2025-12-11T10:14:41.609Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/62/6b/f2c07b5c45b833a2b74e3e0c2fc0d0d54648318f0b4a0117ffa5d1723935/azure_mgmt_keyvault-12.1.1-py3-none-any.whl", hash = "sha256:48b7dc7d0362fa73eb8ba94edecbadc4cfcb5946d02e1560ffeb8c8554c4869b", size = 142449, upload-time = "2025-10-09T09:01:23.509Z" },
+    { url = "https://files.pythonhosted.org/packages/00/e4/f11ae6caa523834be04a1d52dee11c79f8838e6752f95af3bcfd4f979713/azure_mgmt_keyvault-13.0.0-py3-none-any.whl", hash = "sha256:02c5ca1b428fa7a2c393c6891b7436ad529a7ad22d378eba0b9a26291da67a0d", size = 102054, upload-time = "2025-12-11T10:14:43.064Z" },
 ]
 
 [[package]]
@@ -150,20 +149,20 @@ wheels = [
 
 [[package]]
 name = "cachetools"
-version = "6.2.1"
+version = "6.2.4"
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+    { url = "https://files.pythonhosted.org/packages/3d/d8/2083a1daa7439a66f3a48589a57d576aa117726762618f6bb09fe3798796/uvicorn-0.40.0-py3-none-any.whl", hash = "sha256:c6c8f55bc8bf13eb6fa9ff87ad62308bbbc33d0b67f84293151efe87e0d5f2ee", size = 68502, upload-time = "2025-12-21T14:16:21.041Z" },
 ]
 
 [[package]]

From be2648ec5ff90f3b22bacea12d57043191c85209 Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Tue, 13 Jan 2026 21:22:36 +0100
Subject: [PATCH 11/12] also sort names

---
 src/typeagent/knowpro/knowledge.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index 26461c9..760f220 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -185,7 +185,7 @@ def _merge_facets(
 def _merged_to_facets(merged_facets: dict[str, set[str]]) -> list[kplib.Facet]:
     """Convert a merged facets dict back to a list of Facets."""
     facets = []
-    for name, values in merged_facets.items():
+    for name, values in sorted(merged_facets.items()):
         if values:
             facets.append(kplib.Facet(name=name, value="; ".join(sorted(values))))
     return facets

From 24f739c1802f053fe16501ec4e1d0ce3b21145bd Mon Sep 17 00:00:00 2001
From: Bernhard Merkle <bernhard.merkle@gmail.com>
Date: Tue, 13 Jan 2026 21:52:24 +0100
Subject: [PATCH 12/12] Update merge_concrete_entities normalization function
 to use str for identity + testcases

better handling in if
---
 src/typeagent/knowpro/knowledge.py |  6 +++---
 tests/test_knowledge.py            | 10 +++++-----
 2 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/src/typeagent/knowpro/knowledge.py b/src/typeagent/knowpro/knowledge.py
index 760f220..bda7397 100644
--- a/src/typeagent/knowpro/knowledge.py
+++ b/src/typeagent/knowpro/knowledge.py
@@ -96,8 +96,8 @@ def merge_concrete_entities(
     Args:
         entities: List of entities to merge.
         normalize: Function to normalize strings for matching. Defaults to
-            str.lower for case-insensitive matching. Pass lambda x: x to
-            preserve original casing.
+            str.lower for case-insensitive matching. Pass str to preserve
+            original casing (fast identity function for strings).
 
     Note:
         By default, this function normalizes all text to lowercase, matching
@@ -154,7 +154,7 @@ def _add_facet_to_merged(
 ) -> None:
     """Add a single facet to a merged facets dict."""
     name = normalize(facet.name)
-    value = normalize(str(facet.value)) if facet.value else ""
+    value = normalize(str(facet.value)) if facet.value is not None else ""
     merged.setdefault(name, set()).add(value)
 
 
diff --git a/tests/test_knowledge.py b/tests/test_knowledge.py
index a95ba8a..e20ff1f 100644
--- a/tests/test_knowledge.py
+++ b/tests/test_knowledge.py
@@ -256,8 +256,8 @@ def test_merge_concrete_entities_normalize_identity() -> None:
         ConcreteEntity(name="ALICE", type=["Employee"]),
         ConcreteEntity(name="alice", type=["Manager"]),
     ]
-    # Identity function preserves case, so these are three distinct entities
-    result = merge_concrete_entities(entities, normalize=lambda x: x)
+    # str is a fast identity function for strings, preserving case
+    result = merge_concrete_entities(entities, normalize=str)
 
     assert len(result) == 3
     names = {e.name for e in result}
@@ -270,7 +270,7 @@ def test_merge_concrete_entities_normalize_identity_same_name() -> None:
         ConcreteEntity(name="Alice", type=["Person"]),
         ConcreteEntity(name="Alice", type=["Employee"]),
     ]
-    result = merge_concrete_entities(entities, normalize=lambda x: x)
+    result = merge_concrete_entities(entities, normalize=str)
 
     # Same case, so they merge
     assert len(result) == 1
@@ -350,10 +350,10 @@ def test_merge_concrete_entities_normalize_identity_with_facets() -> None:
             facets=[Facet(name="city", value="new york")],
         ),
     ]
-    result = merge_concrete_entities(entities, normalize=lambda x: x)
+    result = merge_concrete_entities(entities, normalize=str)
 
     assert len(result) == 1
     assert result[0].facets is not None
-    # With identity, "City" and "city" are different facet names
+    # With str (identity), "City" and "city" are different facet names
     facet_names = {f.name for f in result[0].facets}
     assert facet_names == {"City", "city"}