diff --git a/.context/merge-insert-cas-granularity.md b/.context/merge-insert-cas-granularity.md
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+# MergeInsertBuilder CAS granularity (Lance 4.0.0)
+
+**Status:** investigated (2026-04-28)
+**Consumed by:** publisher per-table version API ticket — see "Implication" below.
+**Companion ticket:** zombie-run investigation, `Prerequisite` section under "The demotion".
+**Repro:** `.context/scratch/merge-insert-cas-repro/` — `cargo test --release -- --nocapture`. Both tests pass against `lance = "=4.0.0"`, demonstrating the answer.
+
+## TL;DR
+
+**Lance v4.0.0 supports row-level CAS for `MergeInsertBuilder` — but only when the join-key columns are annotated `lance-schema:unenforced-primary-key=true`.** Without that annotation, two concurrent `execute_reader()` calls inserting the same key into disjoint fragments **both succeed silently**, producing duplicate rows under the same key.
+
+Our `__manifest` schema (`crates/omnigraph/src/db/manifest/state.rs:44-60`) does **not** carry that annotation, so today's `GraphNamespacePublisher::publish` has **no row-level CAS protection**. The TOCTOU window between `load_publish_state` and the merge-insert commit is open — two concurrent publishers computing the same `(table_key, table_version)` row both land it.
+
+## Implication for the publisher API ticket
+
+Take both layers, not one or the other:
+
+1. **Annotate `object_id` (or the version-row subset) `lance-schema:unenforced-primary-key=true`** in `manifest_schema()` so Lance enforces row-level CAS at commit time. This closes the silent-duplicate hole that exists today, independent of the new feature.
+2. **Add a pre-check phase in `publish` that validates `expected_table_versions` against the manifest snapshot** loaded by `load_publish_state`. The pre-check covers "expected unchanged" assertions for tables the caller is *not* writing to (Lance's row-level CAS only covers rows we *are* writing).
+3. **Set `merge_builder.conflict_retries(0)`** and let the publisher's own caller-level retry loop handle the rebase: refresh manifest, re-run pre-check, re-attempt merge-insert. This gives strict atomicity for the per-table expected-version contract; Lance's auto-rebase would otherwise let our commit through against unfamiliar manifest state.
+
+The ticket's "Approach 1 (parameter-only)" by itself is **insufficient** — Lance row-level CAS only catches collisions on rows we are emitting; it does not enforce "expected unchanged" for untouched tables. The ticket's "Approach 2 (pre-check + CAS)" is correct **only if** the row-level CAS is also enabled, otherwise the pre-check is TOCTOU-vulnerable and the existing publisher already has the silent-duplicate bug.
+
+## How Lance does it (source-quoted)
+
+### 1. Filter is built only when ON columns match the unenforced primary key
+
+`rust/lance/src/dataset/write/merge_insert/exec/write.rs:209-221`:
+
+```rust
+// Check if ON columns match the schema's unenforced primary key
+let field_ids: Vec<i32> = params
+    .on
+    .iter()
+    .filter_map(|name| dataset.schema().field(name).map(|f| f.id))
+    .collect();
+let pk_field_ids: Vec<i32> = dataset
+    .schema()
+    .unenforced_primary_key()
+    .iter()
+    .map(|f| f.id)
+    .collect();
+let is_primary_key = !pk_field_ids.is_empty() && field_ids == pk_field_ids;
+```
+
+The filter is then attached only when `is_primary_key`:
+`rust/lance/src/dataset/write/merge_insert/exec/write.rs:903-928`:
+
+```rust
+let inserted_rows_filter = if is_primary_key {
+    // ... build KeyExistenceFilter (bloom or exact set)
+};
+// ...
+inserted_rows_filter: inserted_rows_filter.clone(),
+```
+
+The PK is sourced from field metadata; from `inserted_rows.rs:158`:
+
+> `/// Tracks keys of inserted rows for conflict detection.`
+> `/// Only created when ON columns match the schema's unenforced primary key.`
+
+### 2. Conflict detection compares the bloom filters at commit time
+
+`rust/lance/src/io/commit/conflict_resolver.rs::check_update_txn` (line 328+):
+
+```rust
+match (self_inserted_rows_filter, other_inserted_rows_filter) {
+    (Some(self_keys), Some(other_keys)) => {
+        // ...
+        let Ok((has_intersection, _maybe_false_positive)) =
+            self_keys.intersects(other_keys)
+        else { /* treat as conflict */ };
+        if has_intersection {
+            return Err(self.retryable_conflict_err(other_transaction, other_version));
+        }
+    }
+    (Some(_), None) => {
+        // Pessimistic: filter present on this side only -> conflict.
+        return Err(self.retryable_conflict_err(other_transaction, other_version));
+    }
+    _ => {}
+}
+```
+
+`RetryableCommitConflict` is consumed by the merge-insert retry loop (`rust/lance/src/dataset/write/retry.rs:97`); when retries exhaust it surfaces as `Error::TooMuchWriteContention`.
+
+### 3. Without the filter — fragment overlap only
+
+If the filter is `None` on one side (no PK annotation), `check_update_txn` falls through to fragment-overlap checks (line 382+). For two `Operation::Update` transactions where each writer's merge-insert emits a **new** fragment with the new row, neither side's `updated_fragments` / `removed_fragment_ids` overlaps the other's `modified_fragment_ids`. The conflict resolver returns `Ok` and **both commits land**.
+
+This is exactly what merge_insert does on a not-matched insert: `rust/lance/src/dataset/write/merge_insert.rs:1574` builds `Operation::Update` with `inserted_rows_filter: None` (the v1 path) — though the more common v2/`FullSchemaMergeInsertExec` path also leaves the filter `None` unless `is_primary_key` flipped to true at plan time.
+
+### 4. Today's `__manifest` schema does NOT have the annotation
+
+`crates/omnigraph/src/db/manifest/state.rs:44-60`:
+
+```rust
+pub(super) fn manifest_schema() -> SchemaRef {
+    Arc::new(Schema::new(vec![
+        Field::new("object_id", DataType::Utf8, false),  // <-- no metadata
+        // ...
+    ]))
+}
+```
+
+`crates/omnigraph/src/db/manifest/publisher.rs:286` joins on `object_id`. With no PK metadata, `is_primary_key` is `false` for every commit; `inserted_rows_filter` is always `None`; the fallback fragment-overlap check accepts the duplicate.
+
+## Empirical confirmation
+
+`.context/scratch/merge-insert-cas-repro/src/lib.rs` builds two tests against a `__manifest`-shaped schema, deliberately using `MergeInsertBuilder` with the same `on=["object_id"]`, both writers based on the same dataset version:
+
+- `without_pk_annotation_concurrent_inserts_both_succeed` — passes. Test output: `[without_pk] duplicate rows after both commits: 2`.
+- `with_pk_annotation_concurrent_inserts_second_fails` — passes. Test output: `[with_pk] second writer correctly rejected with TooMuchWriteContention`.
+
+Run:
+```sh
+cd .context/scratch/merge-insert-cas-repro
+cargo test --release -- --nocapture
+```
+
+## Recommended publisher implementation outline
+
+1. In `manifest_schema()` (`crates/omnigraph/src/db/manifest/state.rs:44`): attach `lance-schema:unenforced-primary-key=true` metadata to `object_id`.
+2. Extend `ManifestBatchPublisher::publish` (`crates/omnigraph/src/db/manifest/publisher.rs:42-44`) to take `expected_table_versions: HashMap<String, u64>` (empty = back-compat).
+3. In `GraphNamespacePublisher::publish`, after `load_publish_state` (`publisher.rs:77`), reduce `existing_versions` to "latest non-tombstoned version per table" (mirror `state.rs:65-94`) and reject any expectation that doesn't match with a typed `manifest_conflict { table_key, expected, actual }`. Add the structured variant on `ManifestError` (`crates/omnigraph/src/error.rs:5-46`).
+4. Switch `merge_builder.conflict_retries(5)` to `(0)` (`publisher.rs:290`) so a concurrent commit fails fast instead of silently rebasing past our pre-check.
+5. Wrap the publish in a bounded retry loop at the publisher level: on `TooMuchWriteContention` or `CommitConflict`, refresh manifest, re-run pre-check, re-attempt — bounded retries (5).
+6. Existing tests at `crates/omnigraph/src/db/manifest/tests.rs:680-728` are the right place to extend with stale-expected-version cases.
+
+## Out of scope here
+
+- Whether to apply the same PK annotation to `_graph_commits.lance` / `_graph_runs.lance` — separate review when those code paths land in scope.
+- Schema-migration story for existing manifests written before the annotation lands. Adding field metadata is a non-breaking schema change in Lance, but worth confirming with one round of `optimize` semantics before deploying.
+- Whether the fast-fail (`conflict_retries(0)` + caller-level retry) is preferable to Lance's built-in rebase. The argument here is correctness: Lance's rebase is "transparent merge", which is the wrong semantic for an OCC contract.
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diff --git a/.context/scratch/merge-insert-cas-repro/Cargo.toml b/.context/scratch/merge-insert-cas-repro/Cargo.toml
new file mode 100644
index 0000000..84f9135
--- /dev/null
+++ b/.context/scratch/merge-insert-cas-repro/Cargo.toml
@@ -0,0 +1,20 @@
+[package]
+name = "merge-insert-cas-repro"
+version = "0.1.0"
+edition = "2024"
+publish = false
+
+[lib]
+path = "src/lib.rs"
+
+[dependencies]
+lance = "=4.0.0"
+arrow-array = "=57.3.0"
+arrow-schema = "=57.3.0"
+tokio = { version = "=1.49.0", features = ["macros", "rt-multi-thread"] }
+futures = "0.3"
+
+[dev-dependencies]
+tempfile = "3"
+
+[workspace]
diff --git a/.context/scratch/merge-insert-cas-repro/src/lib.rs b/.context/scratch/merge-insert-cas-repro/src/lib.rs
new file mode 100644
index 0000000..c8d2e57
--- /dev/null
+++ b/.context/scratch/merge-insert-cas-repro/src/lib.rs
@@ -0,0 +1,152 @@
+// Investigation repro for MR-766 (CAS-granularity).
+//
+// Two tests on a __manifest-shaped Lance dataset:
+//   - without_pk_annotation: today's __manifest schema. Two writers
+//     concurrently insert rows with the same `object_id`. Expectation:
+//     both succeed (silent duplicate) — proving the publisher has no
+//     row-level CAS today.
+//   - with_pk_annotation: same setup but `object_id` carries
+//     `lance-schema:unenforced-primary-key=true`. Expectation: the
+//     second writer fails with TooMuchWriteContention.
+//
+// Run: cargo test -- --nocapture
+
+use std::collections::HashMap;
+use std::sync::Arc;
+
+use arrow_array::{RecordBatch, StringArray};
+use arrow_schema::{DataType, Field, Schema};
+use futures::stream::StreamExt;
+use lance::Dataset;
+use lance::dataset::{
+    InsertBuilder, MergeInsertBuilder, WhenMatched, WhenNotMatched,
+};
+
+#[cfg(test)]
+use lance::Error;
+
+fn schema(with_pk: bool) -> Arc<Schema> {
+    let mut object_id = Field::new("object_id", DataType::Utf8, false);
+    if with_pk {
+        let mut md = HashMap::new();
+        md.insert(
+            "lance-schema:unenforced-primary-key".to_string(),
+            "true".to_string(),
+        );
+        object_id = object_id.with_metadata(md);
+    }
+    Arc::new(Schema::new(vec![
+        object_id,
+        Field::new("metadata", DataType::Utf8, true),
+    ]))
+}
+
+fn batch(schema: Arc<Schema>, object_id: &str, metadata: &str) -> RecordBatch {
+    RecordBatch::try_new(
+        schema,
+        vec![
+            Arc::new(StringArray::from(vec![object_id])),
+            Arc::new(StringArray::from(vec![Some(metadata)])),
+        ],
+    )
+    .unwrap()
+}
+
+async fn count_rows_with_object_id(ds: &Dataset, object_id: &str) -> usize {
+    let mut scan = ds.scan();
+    scan.filter(&format!("object_id = '{}'", object_id)).unwrap();
+    let mut total = 0;
+    let mut stream = scan.try_into_stream().await.unwrap();
+    while let Some(b) = stream.next().await {
+        total += b.unwrap().num_rows();
+    }
+    total
+}
+
+async fn baseline_dataset(uri: &str, with_pk: bool) -> Dataset {
+    let s = schema(with_pk);
+    // Seed with a single distinct row so the dataset has at least one fragment;
+    // the conflict is on a different object_id.
+    let seed = batch(s.clone(), "table:Person", "{}");
+    InsertBuilder::new(uri).execute(vec![seed]).await.unwrap()
+}
+
+async fn try_merge_insert(
+    base: Arc<Dataset>,
+    schema: Arc<Schema>,
+    new_object_id: &str,
+    metadata: &str,
+) -> lance::Result<()> {
+    let job = MergeInsertBuilder::try_new(base, vec!["object_id".to_string()])
+        .unwrap()
+        .when_matched(WhenMatched::UpdateAll)
+        .when_not_matched(WhenNotMatched::InsertAll)
+        .conflict_retries(0)
+        .try_build()
+        .unwrap();
+    let b = batch(schema.clone(), new_object_id, metadata);
+    let reader = arrow_array::RecordBatchIterator::new(vec![Ok(b)], schema);
+    job.execute_reader(Box::new(reader)).await.map(|_| ())
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[tokio::test]
+    async fn without_pk_annotation_concurrent_inserts_both_succeed() {
+        let dir = tempfile::tempdir().unwrap();
+        let uri = dir.path().to_str().unwrap();
+        let ds = baseline_dataset(uri, false).await;
+        let base = Arc::new(ds);
+
+        // Both writers see the same baseline dataset (same read_version).
+        // Both compute the same "next-version row" object_id.
+        try_merge_insert(base.clone(), schema(false), "version:T@v=1", "{\"by\":\"A\"}")
+            .await
+            .expect("first writer should succeed");
+        try_merge_insert(base.clone(), schema(false), "version:T@v=1", "{\"by\":\"B\"}")
+            .await
+            .expect("second writer should also succeed (no CAS)");
+
+        // Open at head and count duplicates.
+        let head = Dataset::open(uri).await.unwrap();
+        let n = count_rows_with_object_id(&head, "version:T@v=1").await;
+        println!("[without_pk] duplicate rows after both commits: {}", n);
+        assert!(
+            n >= 2,
+            "without unenforced-primary-key, both writers landed rows -> n={}",
+            n
+        );
+    }
+
+    #[tokio::test]
+    async fn with_pk_annotation_concurrent_inserts_second_fails() {
+        let dir = tempfile::tempdir().unwrap();
+        let uri = dir.path().to_str().unwrap();
+        let ds = baseline_dataset(uri, true).await;
+        let base = Arc::new(ds);
+
+        try_merge_insert(base.clone(), schema(true), "version:T@v=1", "{\"by\":\"A\"}")
+            .await
+            .expect("first writer should succeed");
+        let result = try_merge_insert(
+            base.clone(),
+            schema(true),
+            "version:T@v=1",
+            "{\"by\":\"B\"}",
+        )
+        .await;
+
+        match result {
+            Err(Error::TooMuchWriteContention { .. }) => {
+                println!("[with_pk] second writer correctly rejected with TooMuchWriteContention");
+            }
+            other => panic!("expected TooMuchWriteContention, got: {:?}", other),
+        }
+
+        let head = Dataset::open(uri).await.unwrap();
+        let n = count_rows_with_object_id(&head, "version:T@v=1").await;
+        assert_eq!(n, 1, "exactly one row should be visible");
+    }
+}