Bench / Methodology / run afdd4ed3-81e4-410e-aaa1-2df3d25e8130

Long support-thread summary

deepseek/deepseek-chat-v3.1 · task v1 · methodology v1 · visitor-key / video-demo

LLM judge
5/5conflict 5 · coverage 5 · late_fact 5 · faithfulness 5Human spot checkMethodology

As of .

Comparison page · Episode page

Candidate cost: 0.00096281
Judge cost: 0.0003114
Total (candidate + judge): 0.00127421
Cost source: openrouter_usage
Tokens in / out: 1766 / 549
Latency: 431 ms (wall clock)
Stored at:
Comparison: 7696b7c0-7884-49a9-9ec6-3a230f1ac943

Amounts are the exact stored decimal strings. No rounding is applied. candidate_cost_usd is the sum of measured run costs. judge_cost_usd is the sum of stored tier-2 judge ledger rows, or null when none were recorded. total_cost_usd equals candidate plus judge only when every candidate cost is present and a judge cost was recorded.

Derived integrity

These fields are computed from the stored output and evaluation. The output text below is unchanged.

output_incomplete: false
completeness_confidence: high
completeness_reason: —
presentation: flawless
Spot check: Human spot check
Spot-check note: Pass: complete summary captures HG-44198 / MUG-SLATE-4, $184.20 vs mug-only conflict, and April 3 photo deadline. Excerpt: "Here is a summary of ticket T-88341 for order HG-44198 for the teammate handling it tomorrow. **Order ID:** HG…"

Output

Here is a summary of ticket T-88341 for order HG-44198 for the teammate handling it tomorrow.

**Order ID:** HG-44198 / INV-44198

**What was missing:** A set of four slate mugs (SKU: MUG-SLATE-4).

**Key Deadlines:**
*   The customer needs the mugs by the morning of **April 8, 2026** for a team offsite.
*   To receive a larger refund, a photo must be uploaded to the ticket by **April 3, 2026**.

**Disagreement in the Thread:**
Two messages disagree on what should be refunded.
*   Agent Luis Ortega stated the refund would be for the mug line only: **$64.00** + **$5.28** tax.
*   Warehouse Manager Priya Nair states the carrier approved a larger refund for the entire order contents (**$184.20**) because the carton was tampered with, but this is contingent on receiving the photo by the deadline.

**Money Figures & Refunds:**
*   **Refund Pending:** The refund amount is contingent on the photo upload deadline.
    *   **If photo is uploaded by April 3, 2026:** Refund of **$184.20** (for mugs, mug tax, kettle, and kettle tax).
    *   **If photo is not uploaded by April 3, 2026:** Refund drops to mug line only: **$64.00** + **$5.28** tax.
*   **Credit Already Processed:** A **$7.50** credit for an undesired care plan (SKU: CARE-750) has been processed separately.
*   **Shipping:** The **$12.00** shipping charge will not be refunded.
*   **Refund Method:** Any refund is to be issued to the original company card ending in 4412.

**Additional Notes:**
*   The carrier has accepted the shortage claim (CLM-22091) but will not ship the mugs. The warehouse is also out of stock of the correct mug SKU until after the customer's deadline.
*   The customer has clarified they do not want a substitute mug color (sand) or a replacement kettle.
*   A misrouted password reset email from another ticket was sent in error; the customer confirmed no one clicked the link.
*   There is a discrepancy in the delivery weight: the scale ticket says 2.1 kg, but a later printed slip says 2.4 kg. Both are below the shipped weight of 3.4 kg.

Evaluation stored on this run

{
  "tier": 2,
  "notes": "The summary accurately captures all key details, including the final refund amount, the conflicting figures, the deadlines, and the order specifics, while avoiding any invented information.",
  "score": 5,
  "tier3": {
    "at": "2026-10-02T00:49:53.256Z",
    "date": "2026-10-02",
    "note": "Pass: complete summary captures HG-44198 / MUG-SLATE-4, $184.20 vs mug-only conflict, and April 3 photo deadline. Excerpt: \"Here is a summary of ticket T-88341 for order HG-44198 for the teammate handling it tomorrow. **Order ID:** HG…\"",
    "passed": true,
    "verdict": "agree",
    "reviewer": "cos",
    "issue_found": false,
    "output_read": true
  },
  "passed": true,
  "status": "scored",
  "dimensions": {
    "conflict": 5,
    "coverage": 5,
    "late_fact": 5,
    "faithfulness": 5
  },
  "tier3_kind": "human",
  "tier_label": "LLM judge",
  "tier3_label": "Human spot check",
  "presentation": "flawless",
  "score_capped": false,
  "judge_model_id": "google/gemini-2.5-flash-lite",
  "display_overall": 5,
  "output_incomplete": false,
  "completeness_reason": null,
  "rubric_prompt_version": "rubric-v1",
  "completeness_confidence": "high"
}