diff --git a/lib/ocaml/baseline/expected.json b/lib/ocaml/baseline/expected.json
index a1dc3edf..3fc5f364 100644
--- a/lib/ocaml/baseline/expected.json
+++ b/lib/ocaml/baseline/expected.json
@@ -85,6 +85,7 @@
   "floyd_warshall.ml": 9,
   "lis.ml": 6,
   "list_ops.ml": 30,
+  "lps_dp.ml": 7,
   "lru_cache.ml": 499,
   "luhn.ml": 2,
   "magic_square.ml": 65,
diff --git a/lib/ocaml/baseline/lps_dp.ml b/lib/ocaml/baseline/lps_dp.ml
new file mode 100644
index 00000000..6d7727c4
--- /dev/null
+++ b/lib/ocaml/baseline/lps_dp.ml
@@ -0,0 +1,21 @@
+let lps s =
+  let n = String.length s in
+  let dp = Array.init n (fun _ -> Array.make n 0) in
+  for i = 0 to n - 1 do dp.(i).(i) <- 1 done;
+  for len = 2 to n do
+    for i = 0 to n - len do
+      let j = i + len - 1 in
+      if s.[i] = s.[j] then
+        dp.(i).(j) <- (if len = 2 then 2 else dp.(i + 1).(j - 1) + 2)
+      else begin
+        let a = dp.(i + 1).(j) in
+        let b = dp.(i).(j - 1) in
+        dp.(i).(j) <- if a > b then a else b
+      end
+    done
+  done;
+  dp.(0).(n - 1)
+
+;;
+
+lps "BBABCBCAB"
diff --git a/plans/ocaml-on-sx.md b/plans/ocaml-on-sx.md
index 83d4d614..28ae44c5 100644
--- a/plans/ocaml-on-sx.md
+++ b/plans/ocaml-on-sx.md
@@ -407,6 +407,15 @@ _Newest first._
   binary search tree (`type 'a tree = Leaf | Node of 'a * 'a tree *
   'a tree`) with insert + in-order traversal. Tests parametric ADT,
   recursive match, List.append, List.fold_left.
+- 2026-05-11 Phase 5.1 — lps_dp.ml baseline (longest palindromic
+  subsequence in "BBABCBCAB" = 7). Classic 2D O(n²) DP over
+  substring lengths: dp[i][j] = dp[i+1][j-1] + 2 when s[i]=s[j],
+  else max(dp[i+1][j], dp[i][j-1]). Witness LPS is "BABCBAB" (or
+  "BACBCAB" etc.) of length 7. Complementary to manacher.ml
+  (substring, length 7) — this is the subsequence variant.
+  Tests length-major fill order, mixed strict/inline if for
+  `len = 2` base case, double-nested for with derived j. 177
+  baseline programs total.
 - 2026-05-11 Phase 5.1 — bs_bounds.ml baseline (lower_bound /
   upper_bound binary search; counts of {3,2,5,9,4} in
   [1;2;2;3;3;3;5;7;9] encoded as 3211). Standard half-open