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Read-onlyIdempotent

Answer a question by quoting a published wiki article. The answer is extracted verbatim, never generated, and always carries the URL it came from. Returns confident=false with suggested reading when the corpus does not cover the question or when context genuinely conflicts. Bare MSO means the Hong Kong Money Service Operator licence; use Management Services Organization or regulated-practice context for the broader platform concept. Ask in the language you want answered — Russian and English are both first-class.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`locale`	No	Corpus language; inferred from the question when omitted.
`question`	Yes	A natural-language question, up to 2000 characters.

Output Schema

TableJSON Schema

Name	Required	Description	Default
`answer`	Yes
`locale`	No
`citations`	Yes
`confident`	Yes
`threshold`	No
`topDistance`	No
`refusalReason`	No
`suggestedReading`	Yes
`queryInterpretation`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed2 schema fields changedOct 8, 2026

changedOutput schema / properties / citations / items / properties / provenance / properties / version / description

Previous value: -"Revision of exactly the material served: for an article the snapshot content hash (the HTML ETag value); for a dataset record the dataset revision it was published in, since the published file is named by the hash of its own content and meta.version plus datasets/index.json resolve that filename. Null when unknown."New value: +"Revision of exactly the material served: for an article the snapshot content hash (the HTML ETag value); for a dataset record the dataset revision it was published in, not the published filename. Null when unknown."

changedOutput schema / properties / suggestedReading / items / properties / provenance / properties / version / description

Previous value: -"Revision of exactly the material served: for an article the snapshot content hash (the HTML ETag value); for a dataset record the dataset revision it was published in, since the published file is named by the hash of its own content and meta.version plus datasets/index.json resolve that filename. Null when unknown."New value: +"Revision of exactly the material served: for an article the snapshot content hash (the HTML ETag value); for a dataset record the dataset revision it was published in, not the published filename. Null when unknown."

Changed2 schema fields changedSep 11, 2026

changedOutput schema / properties / citations / items / properties / provenance / properties / version / description

Previous value: -"Revision of exactly the material served: article snapshot content hash (the HTML ETag value) or dataset version. Null when unknown."New value: +"Revision of exactly the material served: for an article the snapshot content hash (the HTML ETag value); for a dataset record the dataset revision it was published in, since the published file is named by the hash of its own content and meta.version plus datasets/index.json resolve that filename. Null when unknown."

changedOutput schema / properties / suggestedReading / items / properties / provenance / properties / version / description

Previous value: -"Revision of exactly the material served: article snapshot content hash (the HTML ETag value) or dataset version. Null when unknown."New value: +"Revision of exactly the material served: for an article the snapshot content hash (the HTML ETag value); for a dataset record the dataset revision it was published in, since the published file is named by the hash of its own content and meta.version plus datasets/index.json resolve that filename. Null when unknown."

Changed4 schema fields changedSep 10, 2026

addedOutput schema / properties / citations / items / properties / provenance

Added value: +{
+  "description": "Origin of one record: stable id, clean canonical URL, publisher, the exact published revision served, a ready citation, primary sources and review status.",
+  "properties": {
+    "canonical_url": {
+      "description": "Published location without tracking parameters.",
+      "format": "uri",
+      "type": "string"
+    },
+    "cite_as": {
+      "type": "string"
+    },
+    "contract": {
+      "const": "wiki-provenance/1",
+      "type": "string"
+    },
+    "id": {
+      "description": "<locale>:<slug> for an article, <dataset>:<record id> for a dataset row.",
+      "type": "string"
+    },
+    "primary_sources": {
+      "items": {
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "url": {
+            "type": [
+              "string",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "name",
+          "url"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "publisher": {
+      "properties": {
+        "name": {
+          "type": "string"
+        },
+        "url": {
+          "format": "uri",
+          "type": "string"
+        }
+      },
+      "required": [
+        "name",
+        "url"
+      ],
+      "type": "object"
+    },
+    "verification_status": {
+      "enum": [
+        "verified",
+        "pending",
+        "unknown"
+      ],
+      "type": "string"
+    },
+    "version": {
+      "description": "Revision of exactly the material served: article snapshot content hash (the HTML ETag value) or dataset version. Null when unknown.",
+      "type": [
+        "string",
+        "null"
+      ]
+    }
+  },
+  "required": [
+    "contract",
+    "id",
+    "canonical_url",
+    "publisher",
+    "version",
+    "cite_as",
+    "primary_sources",
+    "verification_status"
+  ],
+  "type": "object"
+}

changedOutput schema / properties / citations / items / required

Previous value: -[
-  "slug",
-  "url"
-]New value: +[
+  "slug",
+  "url",
+  "provenance"
+]

addedOutput schema / properties / suggestedReading / items / properties / provenance

Added value: +{
+  "description": "Origin of one record: stable id, clean canonical URL, publisher, the exact published revision served, a ready citation, primary sources and review status.",
+  "properties": {
+    "canonical_url": {
+      "description": "Published location without tracking parameters.",
+      "format": "uri",
+      "type": "string"
+    },
+    "cite_as": {
+      "type": "string"
+    },
+    "contract": {
+      "const": "wiki-provenance/1",
+      "type": "string"
+    },
+    "id": {
+      "description": "<locale>:<slug> for an article, <dataset>:<record id> for a dataset row.",
+      "type": "string"
+    },
+    "primary_sources": {
+      "items": {
+        "properties": {
+          "name": {
+            "type": "string"
+          },
+          "url": {
+            "type": [
+              "string",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "name",
+          "url"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "publisher": {
+      "properties": {
+        "name": {
+          "type": "string"
+        },
+        "url": {
+          "format": "uri",
+          "type": "string"
+        }
+      },
+      "required": [
+        "name",
+        "url"
+      ],
+      "type": "object"
+    },
+    "verification_status": {
+      "enum": [
+        "verified",
+        "pending",
+        "unknown"
+      ],
+      "type": "string"
+    },
+    "version": {
+      "description": "Revision of exactly the material served: article snapshot content hash (the HTML ETag value) or dataset version. Null when unknown.",
+      "type": [
+        "string",
+        "null"
+      ]
+    }
+  },
+  "required": [
+    "contract",
+    "id",
+    "canonical_url",
+    "publisher",
+    "version",
+    "cite_as",
+    "primary_sources",
+    "verification_status"
+  ],
+  "type": "object"
+}

changedOutput schema / properties / suggestedReading / items / required

Previous value: -[
-  "slug",
-  "url"
-]New value: +[
+  "slug",
+  "url",
+  "provenance"
+]

Changed4 schema fields changedAug 17, 2026

changedOutput schema / properties / citations / items / properties / distance / type
```
Previous value: -"number"New value: +[
+  "number",
+  "null"
+]
```

addedOutput schema / properties / queryInterpretation

Added value: +{
+  "properties": {
+    "ambiguous": {
+      "type": "boolean"
+    },
+    "choices": {
+      "items": {
+        "properties": {
+          "description": {
+            "type": "string"
+          },
+          "locale": {
+            "type": "string"
+          },
+          "sense": {
+            "enum": [
+              "hong_kong_money_service_operator",
+              "regulated_practice_management"
+            ],
+            "type": "string"
+          },
+          "slug": {
+            "type": "string"
+          },
+          "title": {
+            "type": "string"
+          },
+          "url": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "sense",
+          "slug",
+          "locale",
+          "title",
+          "description",
+          "url"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "message": {
+      "type": "string"
+    },
+    "sense": {
+      "enum": [
+        "hong_kong_money_service_operator",
+        "regulated_practice_management",
+        "comparison",
+        "ambiguous"
+      ],
+      "type": "string"
+    },
+    "term": {
+      "enum": [
+        "MSO"
+      ],
+      "type": "string"
+    }
+  },
+  "required": [
+    "term",
+    "sense",
+    "ambiguous",
+    "message",
+    "choices"
+  ],
+  "type": [
+    "object",
+    "null"
+  ]
+}

changedOutput schema / properties / suggestedReading / items / properties / distance / type
```
Previous value: -"number"New value: +[
+  "number",
+  "null"
+]
```

changedOutput schema / required

Previous value: -[
-  "confident",
-  "answer",
-  "citations",
-  "suggestedReading"
-]New value: +[
+  "confident",
+  "answer",
+  "citations",
+  "suggestedReading",
+  "queryInterpretation"
+]

Changed3 schema fields changedAug 8, 2026

addedInput schema / properties / locale

Added value: +{
+  "description": "Corpus language; inferred from the question when omitted.",
+  "enum": [
+    "ru",
+    "en",
+    "ko",
+    "zh-hant"
+  ],
+  "type": "string"
+}

changedInput schema / properties / question / description

Previous value: -"Question in English, <= 2000 chars"New value: +"A natural-language question, up to 2000 characters."

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "answer": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "citations": {
+      "items": {
+        "properties": {
+          "distance": {
+            "type": "number"
+          },
+          "slug": {
+            "type": "string"
+          },
+          "title": {
+            "type": "string"
+          },
+          "url": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "slug",
+          "url"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "confident": {
+      "type": "boolean"
+    },
+    "locale": {
+      "type": "string"
+    },
+    "refusalReason": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "suggestedReading": {
+      "items": {
+        "properties": {
+          "distance": {
+            "type": "number"
+          },
+          "slug": {
+            "type": "string"
+          },
+          "title": {
+            "type": "string"
+          },
+          "url": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "slug",
+          "url"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "threshold": {
+      "type": "number"
+    },
+    "topDistance": {
+      "type": [
+        "number",
+        "null"
+      ]
+    }
+  },
+  "required": [
+    "confident",
+    "answer",
+    "citations",
+    "suggestedReading"
+  ],
+  "type": "object"
+}

First observedJul 24, 2026

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