Perform ensemble inference with input dropout for confidence calibration

Required scope: write

POST /api/v1/nsr/infer/ensemble

cURL

curl --request POST \
  --url 'https://api.nsr.stateset.com/api/v1/nsr/infer/ensemble' \
  --header "X-API-Key: $STATESET_NSR_API_KEY" \
  --header 'Content-Type: application/json' \
  --data '{
  "drop_count": 1,
  "inputs": [
    {
      "type": "text",
      "value": "49.00"
    }
  ],
  "runs": 1,
  "session_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6"
}'

200

{
  "agreement": 1.5,
  "confidence": 7.5,
  "output": {
    "type": "null"
  },
  "processing_time_ms": 250,
  "results": [
    {
      "confidence": 7.5,
      "error": "string",
      "inputs_used": 1,
      "output": {
        "type": null
      }
    }
  ],
  "runs": 1
}

Required scope: write

Request body

NSREnsembleInferRequest

drop_count · integer

Number of random tokens to drop per run (default: 1)

inputs · GroundedInputRequest[] · required

Input sequence for inference

runs · integer

Number of ensemble runs (default: 5, max: 25)

session_id · string

Optional session ID for context persistence

Response

NSREnsembleInferResponse

agreement · number (double) · required

Agreement ratio for the consensus (0.0 to 1.0)

confidence · number (double) · required

Calibrated confidence based on agreement and mean per-run confidence (0.0 to 1.0)

output · object

Show output

type · string · required

processing_time_ms · integer (int64) · required

Processing time in milliseconds

results · NSREnsembleRunResponse[] · required

Per-run outputs and diagnostics

Show NSREnsembleRunResponse

confidence · number (double) · required

Confidence score for this run

error · string

Error string when the run fails

inputs_used · integer · required

Inputs used in this run (after dropout)

output · object

Show output

type · string · required

runs · integer · required

Number of runs performed

Status codes

Code	Meaning
200	Ensemble inference successful
400	Invalid request
401	Unauthorized — missing or invalid credentials
403	Forbidden — the key/token lacks the required scope
429	Rate limited — see Retry-After / X-RateLimit-Reset
500	Internal server error
504	Reasoning budget exhausted before completion

cURL

curl --request POST \
  --url 'https://api.nsr.stateset.com/api/v1/nsr/infer/ensemble' \
  --header "X-API-Key: $STATESET_NSR_API_KEY" \
  --header 'Content-Type: application/json' \
  --data '{
  "drop_count": 1,
  "inputs": [
    {
      "type": "text",
      "value": "49.00"
    }
  ],
  "runs": 1,
  "session_id": "3fa85f64-5717-4562-b3fc-2c963f66afa6"
}'

200

{
  "agreement": 1.5,
  "confidence": 7.5,
  "output": {
    "type": "null"
  },
  "processing_time_ms": 250,
  "results": [
    {
      "confidence": 7.5,
      "error": "string",
      "inputs_used": 1,
      "output": {
        "type": null
      }
    }
  ],
  "runs": 1
}