# build_ai_training_data_lineage_record

AI Training-Data Lineage Record: OpenChainGraph compute node (compliance_mandate). Runs deterministically in-browser; zero PII, zero egress. Exports an AP2 artifact with execution_hash for chain provenance. Open at: https://ainumbers.co/chaingraph/art-452-build-ai-training-data-lineage-record.html

Agent View of the PolicyLayer registry record for `build_ai_training_data_lineage_record`. HTML page: https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-ai-training-data-lineage-record

## Facts

- Tool: `build_ai_training_data_lineage_record`
- Server: Ainumbers Mcp Apps (`postoaklabs/ainumbers-mcp-apps`) — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps.md
- Homepage: https://github.com/PostOakLabs/ainumbers-mcp-apps
- Risk category: Execute (High risk)
- Registry record: grade F, identity unverified
- Server auth posture: open
- Server CORS policy: https://ainumbers.co
- Server rate-limited: no
- Parameters: 4
- Recommended policy verdict: Rate-limited

## Parameters

| Parameter | Type | Required | Description |
| --- | --- | --- | --- |
| `compute` | string | no | Compute mode (v0.4 Compute Binding). "auto" (default) = server for gpu:false nodes with registered kernels; "server" = force server-side; "browser" = always ret |
| `parent_hashes` | array | no | execution_hash values from upstream ChainGraph AP2 artifacts to chain from (sets chain.parent_hashes in the export). |
| `parent_tool_ids` | array | no | tool_id values matching parent_hashes, in the same order. |
| `policy_parameters` | object | no | Input parameters for this tool's decision function. For gpu:false nodes with a registered kernel, these are computed server-side when compute is "auto" or "serv |

Parameters from the server's own tool schema.

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "build_ai_training_data_lineage_record",
    "arguments": {}
  }
}
```

## Why build_ai_training_data_lineage_record is rated High

build_ai_training_data_lineage_record triggers real processes with real consequences. An agent gone sideways doesn't fire it once. It starts dozens of builds, sends mass notifications, or burns through compute before anyone looks up.

## Use case

AI agents invoke build_ai_training_data_lineage_record to trigger actions in Ainumbers Mcp Apps. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call: builds kicked off, notifications sent, workflows started.

## Recommended policy (PolicyLayer)

Verdict: **Rate-limited**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Ainumbers Mcp Apps:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "build_ai_training_data_lineage_record": {
      "limits": [
        {
          "counter": "build_ai_training_data_lineage_record_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}
```

## Other tools on Ainumbers Mcp Apps (502)

- `agentic_mandate_sandbox` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/agentic-mandate-sandbox.md
- `allocate_ihb_interest` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/allocate-ihb-interest.md
- `amortize_asc606_commissions` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/amortize-asc606-commissions.md
- `anchor_document_integrity` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/anchor-document-integrity.md
- `apply_climate_scenario` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/apply-climate-scenario.md
- `build_226j_response_evidence_pack` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-226j-response-evidence-pack.md
- `build_agent_incident_record` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-agent-incident-record.md
- `build_agent_test_evidence` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-agent-test-evidence.md
- `build_agent_traffic_policy` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-agent-traffic-policy.md
- `build_ai_conformity_pack` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-ai-conformity-pack.md
- `build_ai_workpaper_record` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-ai-workpaper-record.md
- `build_amortization_schedule` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-amortization-schedule.md
- `build_chaingraph` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-chaingraph.md
- `build_claim_dispute_bundle` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-claim-dispute-bundle.md
- `build_conversion_receipt` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-conversion-receipt.md
- `build_digest_manifest` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-digest-manifest.md
- `build_disclosure_manifest` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-disclosure-manifest.md
- `build_einvoice_transmission_receipt` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-einvoice-transmission-receipt.md
- `build_etr_possession_chain` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-etr-possession-chain.md
- `build_fria_monitoring_plan` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-fria-monitoring-plan.md
- `build_google_ap2_mandate` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-google-ap2-mandate.md
- `build_idv_session_receipt` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-idv-session-receipt.md
- `build_idv_verification_incident_record` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-idv-verification-incident-record.md
- `build_mastercard_agentic_token` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-mastercard-agentic-token.md
- `build_model_inventory_entry` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-model-inventory-entry.md
- `build_no_russia_clause_pack` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-no-russia-clause-pack.md
- `build_pld_disclosure_pack` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-pld-disclosure-pack.md
- `build_product_lineage` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-product-lineage.md
- `build_tdm_reservation` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-tdm-reservation.md
- `build_traiga_safe_harbor_pack` — Execute — https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps/build-traiga-safe-harbor-pack.md
- …and 472 more: https://policylayer.com/tools/postoaklabs-ainumbers-mcp-apps.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=postoaklabs-ainumbers-mcp-apps · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/postoaklabs-ainumbers-mcp-apps