# Ticket Priority Duplicate Audit

> Ticket Priority Duplicate Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-12).

Audits up to 200 labelled ticket-priority text records for exact normalised duplicates across low/normal/high priority classes.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-ml-ticket-priority-duplicates?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-12
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/ticket-priority-duplicate-audit-53d23301
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_8xDBwPBgNTfVzJpbPoBI4

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability ticket-priority-duplicate-audit-53d23301 -d '<json body>'
```

Example prompt: Check my ticket priority training data for exact normalised duplicates — I've got about 150 labelled records across low, normal, and high priority, and I need to know which ones are repeated before I train anything.

## When to prefer this

Choose this endpoint when you need a cheap, fast, deterministic exact-match duplicate audit on a small labelled dataset (up to 200 records) for ticket priority classification — particularly when you want a local, non-hosted analysis with no foundation model involved. Ideal for pre-training data hygiene, dataset deduplication before ML evaluation, or auditing manually labelled support ticket data.

## Known failure modes

- Fewer than 2 records supplied returns a validation error
- Records exceeding 200 items are rejected (maxItems constraint)
- Text fields exceeding 1000 characters per record cause rejection
- Missing required fields (id, text, actual) on any record cause request failure
- Invalid priority label (not low/normal/high) causes schema validation failure
- Empty or whitespace-only IDs are rejected (minLength:1)

## How this service works

Ticket priority - Exact normalised duplicate audit: Exact normalised duplicate audit for Ticket priority. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model or foundation-model training. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded exact normalised duplicate audit deliverable.

## Output

A bounded duplicate audit deliverable identifying exact normalised duplicate records within the supplied set of up to 200 labelled ticket-priority texts, showing which record IDs share identical normalised content across or within priority classes (low/normal/high).

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "records": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "id",
     "text",
     "actual"
    ],
    "properties": {
     "id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "text": {
      "type": "string",
      "default": "",
      "maxLength": 1000
     },
     "actual": {
      "enum": [
       "low",
       "normal",
       "high"
      ],
      "type": "string"
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "id": "example-0-0",
     "text": "low sample document number 0 for this supplied dataset.",
     "actual": "low"
    },
    {
     "id": "example-0-1",
     "text": "low sample document number 1 for this supplied dataset.",
     "actual": "low"
    },
    {
     "id": "example-0-2",
     "text": "low sample document number 2 for this supplied dataset.",
     "actual": "low"
    },
    {
     "id": "example-1-0",
     "text": "normal sample document number 0 for this supplied dataset.",
     "actual": "normal"
    },
    {
     "id": "example-1-1",
     "text": "normal sample document number 1 for this supplied dataset.",
     "actual": "normal"
    },
    {
     "id": "example-1-2",
     "text": "normal sample document number 2 for this supplied dataset.",
     "actual": "normal"
    },
    {
     "id": "example-2-0",
     "text": "high sample document number 0 for this supplied dataset.",
     "actual": "high"
    },
    {
     "id": "example-2-1",
     "text": "high sample document number 1 for this supplied dataset.",
     "actual": "high"
    },
    {
     "id": "example-2-2",
     "text": "high sample document number 2 for this supplied dataset.",
     "actual": "high"
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/ticket-priority-duplicate-audit-53d23301/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)