ToolAssay

Compare complete, partial, and missed evidence recovery on one matched, hash-fro

Compare complete, partial, and missed evidence recovery on one matched, hash-frozen cohort of up to 64 questions and papers. Report paired transitions and a caller-declared complete-recovery drop threshold. Descriptive evidence-ID overlap, not answer quality or causal inference.

Answeringour last check, 2026-10-11
1 of 1checks answered this week
323 msmedian answer time
$0.074listed price per call
$0.074price it asked us

Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.

Endpoint

POST https://www.mahastrategies.com/api/v1/micro/retrieval-recovery-regression

CategoryEverything else
Provider hostwww.mahastrategies.com
Networkseip155:8453
Payment schemesexact
Self-reported calls, 30 days1 from 1 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-10-11 valid payment request 402$0.074 323 ms

Example input (from the provider)

{
  "body": {
    "baseline": {
      "cohortSha256": "sha256:874ebcbb47229979ed9499f3733e3f483b970ceb0b0c1f9bc52c734f3176d8f2",
      "observations": [
        {
          "paperId": "paper-a",
          "questionId": "q1",
          "retrievedEvidenceIds": [
            "a1"
          ]
        },
        {
          "paperId": "paper-b",
          "questionId": "q2",
          "retrievedEvidenceIds": [
            "b1"
          ]
        }
      ],
      "runId": "baseline"
    },
    "candidate": {
      "cohortSha256": "sha256:874ebcbb47229979ed9499f3733e3f483b970ceb0b0c1f9bc52c734f3176d8f2",
      "observations": [
        {
          "paperId": "paper-a",
          "questionId": "q1",
          "retrievedEvidenceIds": [
            "a1",
            "a2"
          ]
        },
        {
          "paperId": "paper-b",
          "questionId": "q2",
          "retrievedEvidenceIds": []
        }
      ],
      "runId": "candidate"
    },
    "corpusHash": "sha256:5e1bf4f25cdc1fc0fbcbb2240affabbd808fd2ba8fa1ce0b6723dac5dc682759",
    "dataClass": "synthetic",
    "evidence": [
      {
        "evidenceId": "a1",
        "paperId": "paper-a"
      },
      {
        "evidenceId": "a2",
        "paperId": "paper-a"
      },
      {
        "evidenceId": "b1",
        "paperId": "paper-b"
      }
    ],
    "maxCompleteDropBps": 0,
    "paperIds": [
      "paper-a",
      "paper-b"
    ],
    "questions": [
      {
        "expectedEvidenceIds": [
          "a1",
          "a2"
        ],
        "paperId": "paper-a",
        "questionId": "q1"
      },
      {
        "expectedEvidenceIds": [
          "b1"
        ],
        "paperId": "paper-b",
        "questionId": "q2"
      }
    ]
  },
  "bodyType": "json",
  "method": "POST",
  "type": "http"
}

Promised output schema (from the provider)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "body": {
          "additionalProperties": false,
          "properties": {
            "baseline": {
              "type": "object"
            },
            "candidate": {
              "type": "object"
            },
            "corpusHash": {
              "maxLength": 71,
              "type": "string"
            },
            "dataClass": {
              "enum": [
                "public",
                "synthetic"
              ],
              "type": "string"
            },
            "evidence": {
              "maxItems": 64,
              "minItems": 1,
              "type": "array"
            },
            "maxCompleteDropBps": {
              "maximum": 10000,
              "minimum": 0,
              "type": "integer"
            },
            "paperIds": {
              "maxItems": 64,
              "minItems": 1,
              "type": "array"
            },
            "questions": {
              "maxItems": 64,
              "minItems": 1,
              "type": "array"
            }
          },
          "required": [
            "dataClass",
            "corpusHash",
            "paperIds",
            "evidence",
            "questions",
            "baseline",
            "candidate",
            "maxCompleteDropBps"
          ],
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "additionalProperties": false,
          "properties": {
            "amountBaseUnits": {
              "enum": [
                "74000"
              ],
              "type": "string"
            },
            "boundaries": {
              "maxItems": 128,
              "minItems": 0,
              "type": "array"
            },
            "inputDigest": {
              "maxLength": 71,
              "type": "string"
            },
            "offerId": {
              "enum": [
                "retrieval-recovery-regression"
              ],
              "type": "string"
            },
            "receiptDigest": {
              "maxLength": 71,
              "type": "string"
            },
            "result": {
              "type": "object"
            },
            "version": {
              "enum": [
                "maha-microproducts/0.1"
              ],
              "type": "string"
            }
          },
          "required": [
            "version",
            "offerId",
            "amountBaseUnits",
            "inputDigest",
            "result",
            "boundaries",
            "receiptDigest"
          ],
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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