Citations v1

Purpose

Every quantitative claim an agent makes must carry an audit trail a human — or another agent — can re-run. Citations travel as typed data Parts alongside the result they support, so workbenches render them beneath the claim, transcripts preserve them, and disputes resolve by re-execution rather than argument.

Runtime Part

Each tool result that states a number is accompanied by a data Part with media type application/vnd.upperhand.citations+json:

{
  "study": "Versant Mega Tracker",
  "period": "W6 (April 2026)",
  "fielded": "2026-04-02/2026-04-19",
  "base": { "name": "Adults 18-74, aware of brand", "n": 4210 },
  "weight": "main_weight",
  "source": {
    "table": "versant_flat",
    "column": "s14r5",
    "function": "extractFunnel"
  },
  "warnings": ["Base under 100 in the 65-74 cell"]
}

Fields

Field Req. Meaning
study yes Dataset name, matching the agent's data-source declaration
period yes Human-readable snapshot id — wave, date range, or version
fielded no ISO-8601 date or interval the data was collected
base yes {name, n} — the population the number is computed over, and its unweighted count
weight no Weight column name, or "unweighted"
source yes {table, column, function} — the re-run hook: a named extractor function over a named table/column reproduces the number
warnings no Array of caveat strings (small bases, coverage gaps)

Agents MAY add domain-specific fields (additionalProperties are allowed); consumers MUST ignore fields they do not recognize.

The source triple is the contract's heart: given access to the agent's documented data layer, function(table, column) re-derives the claim. A citation that cannot be re-run is decoration, not a citation.

Card declaration (optional but recommended)

Agents SHOULD list the media type in defaultOutputModes and MAY declare the extension in capabilities.extensions[] (declarative-only, required: false) so callers know citations are available before the first call.

Consumer requirements

  1. MUST render a result's citation adjacent to the numbers it supports.
  2. MUST preserve citation Parts in stored transcripts.
  3. SHOULD surface warnings with the same prominence as the value.

Conformance (probed)