# Project Status Exact Normalised Duplicate Audit

> Project Status Exact Normalised 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 project-status text records to identify exact normalised duplicates across planned, active, blocked, and complete categories.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-ml-project-status-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/project-status-exact-normalised-duplicate-audit-5f5e6da9
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_jA55HJeCQQzHGBZfbWEx6

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 project-status-exact-normalised-duplicate-audit-5f5e6da9 -d '<json body>'
```

Example prompt: Can you run an exact normalised duplicate audit on these project status records? I have about 50 labelled entries with statuses like planned, active, blocked, and complete — I want to know which text records are duplicates after normalisation.

## When to prefer this

Choose this endpoint when you need a fast, cheap, deterministic exact-normalised duplicate check on labelled project-status text data — up to 200 records — without invoking any foundation model or hosted ML inference. Ideal for pre-training data cleaning, annotation QA, and pipeline validation where you only need to catch literal normalised-text duplicates across the four project status categories.

## Known failure modes

- Fewer than 2 records submitted — minimum input size not met
- More than 200 records submitted — exceeds maximum batch size
- Missing required fields (id, text, actual) on any record
- Invalid status value outside enum (planned, active, blocked, complete)
- Record ID exceeds 80 character limit
- Text exceeds 1000 character limit per record
- Payment not completed via x402 protocol — endpoint returns 402

## How this service works

Project status - Exact normalised duplicate audit: Exact normalised duplicate audit for Project status. 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

Returns a bounded audit report identifying which of the submitted labelled text records are exact normalised duplicates, including the matching record pairs or groups, their IDs, and associated status labels. No model training or hosted inference is involved — this is a deterministic local duplicate detection result.

## 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": [
       "planned",
       "active",
       "blocked",
       "complete"
      ],
      "type": "string"
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "id": "example-0-0",
     "text": "planned sample document number 0 for this supplied dataset.",
     "actual": "planned"
    },
    {
     "id": "example-0-1",
     "text": "planned sample document number 1 for this supplied dataset.",
     "actual": "planned"
    },
    {
     "id": "example-0-2",
     "text": "planned sample document number 2 for this supplied dataset.",
     "actual": "planned"
    },
    {
     "id": "example-1-0",
     "text": "active sample document number 0 for this supplied dataset.",
     "actual": "active"
    },
    {
     "id": "example-1-1",
     "text": "active sample document number 1 for this supplied dataset.",
     "actual": "active"
    },
    {
     "id": "example-1-2",
     "text": "active sample document number 2 for this supplied dataset.",
     "actual": "active"
    },
    {
     "id": "example-2-0",
     "text": "blocked sample document number 0 for this supplied dataset.",
     "actual": "blocked"
    },
    {
     "id": "example-2-1",
     "text": "blocked sample document number 1 for this supplied dataset.",
     "actual": "blocked"
    },
    {
     "id": "example-2-2",
     "text": "blocked sample document number 2 for this supplied dataset.",
     "actual": "blocked"
    },
    {
     "id": "example-3-0",
     "text": "complete sample document number 0 for this supplied dataset.",
     "actual": "complete"
    },
    {
     "id": "example-3-1",
     "text": "complete sample document number 1 for this supplied dataset.",
     "actual": "complete"
    },
    {
     "id": "example-3-2",
     "text": "complete sample document number 2 for this supplied dataset.",
     "actual": "complete"
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/project-status-exact-normalised-duplicate-audit-5f5e6da9/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)