From 5fa23062e8aa86d957868dd50e3f2ef8824b101c Mon Sep 17 00:00:00 2001
From: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
Date: Fri, 14 Jun 2024 10:11:08 -0500
Subject: [PATCH] Update
 _search-plugins/search-pipelines/neural-sparse-query-two-phase-processor.md

Signed-off-by: Naarcha-AWS <97990722+Naarcha-AWS@users.noreply.github.com>
---
 .../search-pipelines/neural-sparse-query-two-phase-processor.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_search-plugins/search-pipelines/neural-sparse-query-two-phase-processor.md b/_search-plugins/search-pipelines/neural-sparse-query-two-phase-processor.md
index 217c23b1a4..53d69c1cc2 100644
--- a/_search-plugins/search-pipelines/neural-sparse-query-two-phase-processor.md
+++ b/_search-plugins/search-pipelines/neural-sparse-query-two-phase-processor.md
@@ -25,7 +25,7 @@ Field | Data type | Description
 `two_phase_parameter` | Object | A map of key-value pairs representing the two-phase parameters and their associated values. You can specify the value of `prune_ratio`, `expansion_rate`, `max_window_size`, or any combination of these three parameters. Optional.
 `two_phase_parameter.prune_ratio` | Float | A ratio that represents how to split the high-weight tokens and low-weight tokens. The threshold is the token's maximum score multiplied by its `prune_ratio`. Valid range is [0,1]. Default is `0.4`
 `two_phase_parameter.expansion_rate` | Float | The rate at which documents will be fine-tuned during the second phase. The second-phase document number equals the query size (default is 10) multiplied by its expansion rate. Valid range is greater than 1.0. Default is `5.0`
-`two_phase_parameter.max_window_size` | Int | A limit number of the two-phase fine-tune documents. Valid range is greater than 50. Default is `10000`.
+`two_phase_parameter.max_window_size` | Int | The maximum number of documents that can be processed using the two-phase processor. Valid range is greater than 50. Default is `10000`.
 `tag` | String | The processor's identifier. Optional.
 `description` | String | A description of the processor. Optional.