In the analysis of top-20 three-action chains, the information-acquisition chain Read->Read->Read (ID 1) accounts for 19.6%/22.2% (Correct/Incorrect, Rank #1) in Retail and 17.1%/14.5% (Rank #2) in Airline, while the repetitive output chain Resp->Resp->Resp (ID 2) accounts for 3.6%/8.2% (Rank #5) in Retail and 9.1%/23.6% (Rank #1) in Airline, showing strong error concentration in ungrounded conversational loops.

In the analysis of top-20 three-action chains, the information-acquisition chain Read->Read->Read (ID 1) accounts for 19.6%/22.2% (Correct/Incorrect, Rank #1) in Retail and 17.1%/14.5% (Rank #2) in Airline, while the repetitive output chain Resp->Resp->Resp (ID 2) accounts for 3.6%/8.2% (Rank #5) in Retail and 9.1%/23.6% (Rank #1) in Airline, showing strong error concentration in ungrounded conversational loops. · CiteArk

Measurement results

0/8 assessed

0 supported0 disputed or conflicting8 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
group: correct · domain: Retail · pattern: Read->Read->Read · chain_id: 1	19.6 percentage_points	—	Not assessed
group: incorrect · domain: Retail · pattern: Read->Read->Read · chain_id: 1	22.2 percentage_points	—	Not assessed
group: correct · domain: Airline · pattern: Read->Read->Read · chain_id: 1	17.1 percentage_points	—	Not assessed
group: incorrect · domain: Airline · pattern: Read->Read->Read · chain_id: 1	14.5 percentage_points	—	Not assessed
group: correct · domain: Retail · pattern: Resp->Resp->Resp · chain_id: 2	3.6 percentage_points	—	Not assessed
group: incorrect · domain: Retail · pattern: Resp->Resp->Resp · chain_id: 2	8.2 percentage_points	—	Not assessed
group: correct · domain: Airline · pattern: Resp->Resp->Resp · chain_id: 2	9.1 percentage_points	—	Not assessed
group: incorrect · domain: Airline · pattern: Resp->Resp->Resp · chain_id: 2	23.6 percentage_points	—	Not assessed

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results