Unverified50% confidenceEventExact time
In the spelling-difference scenario, asking about Elizabeth Turner at Orion Systems (S spelling) in Frankfurt, the Agent successfully matched the record stored in the database with a Z spelling, customer ID c17505, with a score of 92, the M|BOX search took about 3 milliseconds, and the entire Agent run took several seconds.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/28/2026
First Seen
Valid until: 11/11/2026
Sources
Building Millisecond-Level Identity Resolution for AI Agents with M|BOX and Python
youtubeOrangeBrackets10/27/2026
Related Entities
Related Claims
UnverifiedThe uploader's hands-on test: after installing the Skill, querying the same ticket task returned a result from 12306 in 35 seconds.63% similarUnverifiedIndependent benchmarks measured Gemini 4 Argon's median wait time for the first answer token at a 10k token prompt as about 43-45 seconds.59% similarUnverifiedIn this evaluation, Claude had a median latency of 22.0 seconds, averaged 3.5 searches, and answered 21 questions correctly; OpenAI real-time had a median of 5.7 seconds and answered 22 correctly; OpenAI cached had a median of 6.2 seconds and answered 24 correctly; Kimi K3 had a median of 25.9 seconds and answered 21 correctly; and local Qwen had a median of 31.1 seconds and answered 9 correctly.58% similarUnverifiedAccording to Logic42's Q3 2026 customer audit benchmark, brute-force GraphRAG (chained LLM) has an average query latency of 16400 milliseconds, 14800 tokens per query, a cost of $222 per 10,000 queries, and 89% relational accuracy.57% similarUnverifiedThe author empirically compared Gemma 3 1B and 4B: 1B, in the rename scenario, wrote "the app will resend the shelved event" and told the sender to make the change, and both errors were caught by the checks and fell back to the rule answer; 4B took about 16 seconds on a laptop GPU and accurately stated the customer, amount and specific field.56% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1107117API
curl https://kongchang.com/api/v1/knowledge/claims/1107117MCP
get_claim(id=1107117)