diff --git a/CHANGELOG.md b/CHANGELOG.md
index d46774c7e9..e081131e63 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,14 +5,14 @@
 * [CHANGE] Changed default for `-ingester.min-ready-duration` from 1 minute to 15 seconds. #4539
 * [CHANGE] query-frontend: Do not print anything in the logs of `query-frontend` if a in-progress query has been canceled (context canceled) to avoid spam. #4562
 * [CHANGE] Compactor block deletion mark migration, needed when upgrading from v1.7, is now disabled by default. #4597
-* [CHANGE] The `status_code` label on gRPC client metrics has changed from '200' and '500' to '2xx', '5xx', '4xx', 'cancel' or 'error'. 4601
+* [CHANGE] The `status_code` label on gRPC client metrics has changed from '200' and '500' to '2xx', '5xx', '4xx', 'cancel' or 'error'. #4601
 * [CHANGE] Memberlist: changed probe interval from `1s` to `5s` and probe timeout from `500ms` to `2s`. #4601
 * [CHANGE] Fix incorrectly named `cortex_cache_fetched_keys` and `cortex_cache_hits` metrics. Renamed to `cortex_cache_fetched_keys_total` and `cortex_cache_hits_total` respectively. #4686
 * [CHANGE] Enable Thanos series limiter in store-gateway. #4702
 * [CHANGE] Distributor: Apply `max_fetched_series_per_query` limit for `/series` API. #4683
-* [FEATURE] Ruler: Add `external_labels` option to tag all alerts with a given set of labels.
-* [FEATURE] Compactor: Add `-compactor.skip-blocks-with-out-of-order-chunks-enabled` configuration to mark blocks containing index with out-of-order chunks for no compact instead of halting the compaction
-* [FEATURE] Querier/Query-Frontend: Add `-querier.per-step-stats-enabled` and `-frontend.cache-queryable-samples-stats` configurations to enable query sample statistics
+* [FEATURE] Ruler: Add `external_labels` option to tag all alerts with a given set of labels. #4499
+* [FEATURE] Compactor: Add `-compactor.skip-blocks-with-out-of-order-chunks-enabled` configuration to mark blocks containing index with out-of-order chunks for no compact instead of halting the compaction. #4707
+* [FEATURE] Querier/Query-Frontend: Add `-querier.per-step-stats-enabled` and `-frontend.cache-queryable-samples-stats` configurations to enable query sample statistics. #4708
 * [FEATURE] Add shuffle sharding for the compactor #4433
 * [ENHANCEMENT] Update Go version to 1.17.8. #4602 #4604 #4658
 * [ENHANCEMENT] Keep track of discarded samples due to bad relabel configuration in `cortex_discarded_samples_total`. #4503