[
 {
  "claim_id": "C001",
  "exact_wording": "Snowflake schedules final loss of access to legacy provider-consumer clean rooms for 2027-06-01.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S001"
  ],
  "supporting_quote": "All legacy Provider and Consumer clean rooms will no longer be accessible.",
  "locator": "Heading 'June 1, 2027'",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Announced retirement schedule, not a completed future event; applies to legacy rooms, not all Snowflake sharing.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Quote widened from the bare date to the sentence under its dated heading; locator added (review P1-17).",
  "origin": "dossier",
  "location": "§1, figure"
 },
 {
  "claim_id": "C002",
  "exact_wording": "Snowflake schedules the legacy clean-room web interface to become inaccessible on 2027-02-01.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S001"
  ],
  "supporting_quote": "The web application user interface will no longer be accessible",
  "locator": "Heading 'February 1, 2027'",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Existing legacy API rooms have a later retirement date. Schedule may change.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Split: the API-creation clause is now C123, with its own passage (review P1-17).",
  "origin": "dossier",
  "location": "§1, figure"
 },
 {
  "claim_id": "C003",
  "exact_wording": "The 2026-10-01 release stops creating new clean rooms in the legacy UI.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S002"
  ],
  "supporting_quote": "no longer create new clean rooms",
  "locator": "Release note dated 1 October 2026",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Existing legacy rooms and the newer Collaboration API are separate. This release note does not carry the 2027 milestones; they are in SNW-S001.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§1, figure"
 },
 {
  "claim_id": "C004",
  "exact_wording": "Native App agent observability redacts orchestrator-authored content from consumer records by default.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S003"
  ],
  "supporting_quote": "redacts orchestrator-authored content",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Consumer approval is required for content sharing; log availability is not full reasoning/IP portability.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§5"
 },
 {
  "claim_id": "C005",
  "exact_wording": "Snowflake announced an AI Gateway for Advertising in preview on 2026-10-05.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S004"
  ],
  "supporting_quote": "AI Gateway for Advertising, currently in preview",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "The announcement and its preview stage are facts; the architecture it describes is vendor-claimed and untested. The page title is 'Building a Governed Path for AI Agents in Advertising'.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Regraded VENDOR-CLAIMED → FACT: the dated announcement is a fact; the capability claims stay vendor-claimed.",
  "origin": "dossier",
  "location": "§6, figure"
 },
 {
  "claim_id": "C006",
  "exact_wording": "Snowflake announced GA support for Cortex Agents and MCP servers in Native Apps on 2026-08-07.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S005"
  ],
  "supporting_quote": "Cortex Agents and MCP servers in Snowflake Native Apps are now generally available.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "The GA label covers Native App feature support, not every advertising integration.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§6, figure"
 },
 {
  "claim_id": "C007",
  "exact_wording": "Snowflake describes a Meta loop that sends governed conversion signals onto Meta's delivery and optimization systems.",
  "classification": "vendor-claimed",
  "audit_source_ids": [
   "SNW-S006"
  ],
  "supporting_quote": "directly onto Meta’s delivery and optimization systems",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Architecture blog; eligible-account access and commercial terms require confirmation; hashing is not anonymization proof.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Narrowed to the outbound signal the passage supports; the return leg is not in the displayed passage (review repair table).",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C008",
  "exact_wording": "The 2026-08-20 clean-room release removes listed legacy identity connectors including LiveRamp.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S007"
  ],
  "supporting_quote": "the LiveRamp, Acxiom, Merkury, and PAIR third-party identity connectors have been removed.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Scope is the specified clean-room connectors, not every LiveRamp integration with Snowflake.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§7, figure"
 },
 {
  "claim_id": "C009",
  "exact_wording": "Cross-region Snowflake secure sharing uses data replication.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S008"
  ],
  "supporting_quote": "cross-region data sharing utilizes Snowflake data replication functionality",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "A same-region no-copy description cannot be generalized to every cross-cloud route.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C010",
  "exact_wording": "Snowflake Collaboration API specifications explicitly declare permitted activation destinations.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S009"
  ],
  "supporting_quote": "activation_destinations: # Optional: Where results can be sent",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Configuration permissions do not establish the recipient’s contractual onward-use rights.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§4, figure"
 },
 {
  "claim_id": "C011",
  "exact_wording": "Snowflake documents its clean-room agent as an open preview.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S010"
  ],
  "supporting_quote": "Preview Feature — Open",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Preview status observed at cutoff; precise launch date not found.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§6, figure"
 },
 {
  "claim_id": "C012",
  "exact_wording": "The Snowflake clean-room agent can activate overlapping records to an approved account.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S010"
  ],
  "supporting_quote": "exports it to an approved account",
  "locator": "Section listing supported templates: 'Audience Overlap Activation'",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Currently documented templates are overlap and overlap activation; not arbitrary autonomous marketing.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§3, figure"
 },
 {
  "claim_id": "C013",
  "exact_wording": "For collaborator activation in Snowflake, the receiving collaborator must import the results; ordinary analysis results are returned in the workspace.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S011"
  ],
  "supporting_quote": "the receiving collaborator must call `VIEW_ACTIVATIONS()` and `PROCESS_ACTIVATION()` to import the results.",
  "locator": "Section 'Run activation templates'; contrast 'Run analysis in Workspaces' (C109)",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "The import step applies to activation only. A completed activation run is not proof the recipient imported the result.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Scoped to the activation route; ordinary analysis is a separate row (review P1-08).",
  "origin": "dossier",
  "location": "§4, figure"
 },
 {
  "claim_id": "C014",
  "exact_wording": "Databricks announced CustomerLake in private preview on 2026-06-16.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S001"
  ],
  "supporting_quote": "CustomerLake is now available in Private Preview.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "No subsequent GA notice found through cutoff; absence of a notice is not proof of unchanged private entitlements.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "figure"
 },
 {
  "claim_id": "C015",
  "exact_wording": "Databricks proposed consumption-based pricing for CustomerLake.",
  "classification": "vendor-claimed",
  "audit_source_ids": [
   "DBX-S001"
  ],
  "supporting_quote": "value-aligned consumption model",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Announcement describes planned pricing; public unit rates and contractual export entitlements not found.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C016",
  "exact_wording": "Databricks clean-room output tables are temporary and read-only.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S002"
  ],
  "supporting_quote": "temporary read-only tables",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "The documented output object is distinct from source datasets and model state.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§4, figure"
 },
 {
  "claim_id": "C017",
  "exact_wording": "Databricks documents a 30-day output-table storage window; retention requires copying.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S002"
  ],
  "supporting_quote": "If you want to keep an output table for more than 30 days, you must copy it to local storage.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Deleting the clean room removes all output tables and historical data from the output catalog (C107), so the 30-day window can end early. Buyer must verify its role, storage target and deletion obligations before copying.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§4, figure"
 },
 {
  "claim_id": "C018",
  "exact_wording": "Databricks Clean Rooms supports collaboration without exposing other collaborators’ underlying raw data.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S003"
  ],
  "supporting_quote": "Collaborators cannot see the data in other collaborators’ tables, views, or volumes",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Notebook approval and explicit output policy matter; this does not mean all result rows are prohibited.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C019",
  "exact_wording": "Databricks MCP services are governed through Unity Catalog and Unity Gateway.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S004"
  ],
  "supporting_quote": "Databricks-provided and registered MCPs use Unity Catalog permissions. Use Unity Gateway to control access, manage credentials, and monitor usage.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Connection/tool grants are not evidence of universal advertising authority or tested stop latency.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C020",
  "exact_wording": "Databricks announced Meta’s ads MCP server in its Marketplace on 2026-10-06.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S005"
  ],
  "supporting_quote": "now available in Databricks Marketplace",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "The post states no release stage; report it as 'available in Marketplace', and record the stage as not stated — not as not GA. It concerns Meta's ads campaign tools, not Meta Advanced Analytics, and does not imply CustomerLake GA.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Regraded VENDOR-CLAIMED → FACT for the dated announcement; stage recorded as not stated.",
  "origin": "dossier",
  "location": "§6, figure"
 },
 {
  "claim_id": "C021",
  "exact_wording": "Databricks describes Meta-side rules checked before each ads MCP tool execution.",
  "classification": "vendor-claimed",
  "audit_source_ids": [
   "DBX-S005"
  ],
  "supporting_quote": "checks every tool call",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Databricks describing Meta's server; not independently exercised. Tenant entitlements and queued-action behaviour remain buyer tests.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C022",
  "exact_wording": "Unity Catalog documentation describes lineage tracking and activity logging for auditing.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S007"
  ],
  "supporting_quote": "tracking lineage as data and AI assets are used, logging activity for auditing",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Feature coverage and object/cloud support vary; platform governance alone is not lawful consent.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Narrowed to lineage and auditing, which the passage covers; discovery and privileges dropped from this row (review repair table).",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C023",
  "exact_wording": "On 2026-03-27, the Agent Bricks page expanded to cover all Databricks AI capabilities.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S008"
  ],
  "supporting_quote": "umbrella for all Databricks AI capabilities",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "This is broader branding, not evidence that every Mosaic AI API or feature was renamed identically.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C024",
  "exact_wording": "AWS Clean Rooms list analysis can output row-level overlap lists.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S001"
  ],
  "supporting_quote": "outputs row-level lists of the overlap",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "List-column and join rules apply; does not authorize unrestricted extraction of a partner’s table.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§3, figure"
 },
 {
  "claim_id": "C025",
  "exact_wording": "AWS custom-model collaborations assign the ability to receive trained model exports, and separately inference output, to a named member.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S002"
  ],
  "supporting_quote": "Assign `CAN_RECEIVE_MODEL_OUTPUT` or `CAN_RECEIVE_INFERENCE_OUTPUT` abilities to the member that will receive trained model exports or inference output, respectively.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "A transfer permission. It does not establish a licence for a new purpose, runtime compatibility, or the right to retrain with partner data.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Full sentence restored so both mappings are visible (review repair table).",
  "origin": "dossier",
  "location": "§4, figure"
 },
 {
  "claim_id": "C026",
  "exact_wording": "AWS controls receipt of inference output separately from receipt of model artifacts.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S002"
  ],
  "supporting_quote": "Assign `CAN_RECEIVE_MODEL_OUTPUT` or `CAN_RECEIVE_INFERENCE_OUTPUT` abilities to the member that will receive trained model exports or inference output, respectively.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Inference output and model artifacts are different assets and permissions.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "The fragment 'inference output, respectively.' replaced with the full sentence (review repair table).",
  "origin": "dossier",
  "location": "§4"
 },
 {
  "claim_id": "C027",
  "exact_wording": "AWS Clean Rooms SQL and PySpark pricing uses CRPU consumption.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S003"
  ],
  "supporting_quote": "AWS Clean Rooms measures compute capacity in Clean Rooms Processing Unit (CRPU)-hours",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Rates depend on region and workload; this report does not calculate a comparable total cost.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C028",
  "exact_wording": "AWS added an explicit query-analysis-log export capability on 2026-08-11.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S004"
  ],
  "supporting_quote": "To export logs, your membership needs the `CAN_EXPORT_QUERY_ANALYSIS_LOG` member ability.",
  "locator": "Document history entry dated August 11, 2026, 'Export query analysis logs'",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Logs are status records, not destination receipts; enabling the ability needs the collaboration's approval.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§5"
 },
 {
  "claim_id": "C029",
  "exact_wording": "AWS announced synthetic dataset generation for Clean Rooms ML on 2025-11-30.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S005"
  ],
  "supporting_quote": "You can start using privacy-enhancing synthetic dataset generation through AWS Clean Rooms today.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Historical launch; commercial-region and model-type limits stated by AWS. Privacy quality is vendor-described, not tested here.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§4, figure"
 },
 {
  "claim_id": "C030",
  "exact_wording": "AWS states that trained model weights may be exported from the synthetic-data workflow.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S005"
  ],
  "supporting_quote": "export the trained model weights",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Applies to approved custom ML use. Exported weights are a transfer mechanism, not proof of a reuse licence, runtime compatibility or retraining ability.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§4, figure"
 },
 {
  "claim_id": "C031",
  "exact_wording": "AWS query/job logs do not establish whether output was delivered.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S006"
  ],
  "supporting_quote": "don't report whether query output was delivered",
  "locator": "Page 'Analysis logging in AWS Clean Rooms'",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Log completeness has further exceptions; collect destination-side delivery evidence.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§5, figure"
 },
 {
  "claim_id": "C032",
  "exact_wording": "When an AWS Clean Rooms table's data access budget reaches zero, the table can no longer be used in SQL queries, PySpark jobs or ML input channels.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S007"
  ],
  "supporting_quote": "When the budget reaches zero, the table can't be used in SQL queries, Pyspark jobs, nor as part of ML input channels derived from the table.",
  "locator": "Section 'Data access budget'",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Stops new uses of the table. Does not show cancellation of submitted work or deletion of exported results.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Quote extended to the consequence the claim states (review P1-17).",
  "origin": "dossier",
  "location": "§5"
 },
 {
  "claim_id": "C033",
  "exact_wording": "AWS Entity Resolution documents provider-led matching among its matching options.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S008"
  ],
  "supporting_quote": "data service provider-led matching",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Provider use requires licensing; matches and confidence values are not independently measured accuracy.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Narrowed to the matching mode the passage names (review repair table).",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C034",
  "exact_wording": "AWS documentation uses Amazon Quick as the current name and identifies Quick Suite as the former name.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S009"
  ],
  "supporting_quote": "Amazon Quick (formerly Amazon Quick Suite)",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Exact rename date not found; this is an adjacent workspace, not native Clean Rooms agent certification.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C035",
  "exact_wording": "BigQuery clean-room contributors can restrict copying and exporting query results.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S001"
  ],
  "supporting_quote": "Data contributors can configure additional controls to prevent copying and exporting query results that subscribers obtain.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Restrictions depend on configured egress controls; a general BigQuery export feature does not override them.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§8, figure"
 },
 {
  "claim_id": "C036",
  "exact_wording": "Ads Data Hub noise injection requires approximately 20 unique users per result row.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S002"
  ],
  "supporting_quote": "Noise injection requires approximately 20 unique users per result row.",
  "locator": "Section 'Aggregation requirements'; page updated 2026-09-25",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "For noise mode; other conditions, query types and filters apply. Do not describe a single platform-wide threshold.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Full sentence with mode (review repair table).",
  "origin": "dossier",
  "location": "§8, figure"
 },
 {
  "claim_id": "C037",
  "exact_wording": "Ads Data Hub difference checks require approximately 50 unique users per row, and approximately 10 where a query uses only click and conversion data.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S002"
  ],
  "supporting_quote": "Difference checks require approximately 50",
  "locator": "Section 'Aggregation requirements'; page updated 2026-09-25",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Approximate unique users per result row. The same section says queries using only click and conversion data require approximately 10. A threshold is not a promise that every query above it succeeds.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Mode and exception kept beside the threshold (review P2-19).",
  "origin": "dossier",
  "location": "figure"
 },
 {
  "claim_id": "C038",
  "exact_wording": "ADH supports audience activation into linked Google Ads and Display & Video 360 accounts.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S003"
  ],
  "supporting_quote": "audiences, which can then be shared with your linked Google Ads and Display & Video 360 accounts.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Approved audiences are not a downloadable raw advertising event stream; separate audience eligibility rules apply.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§3, figure"
 },
 {
  "claim_id": "C039",
  "exact_wording": "Google documents a remote BigQuery MCP server.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S004"
  ],
  "supporting_quote": "You can use the BigQuery remote MCP server to perform tasks such as running queries, getting metadata, and listing resources.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "BigQuery scope, IAM and enabled service are relevant; not evidence that ADH has the same surface.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "figure"
 },
 {
  "claim_id": "C040",
  "exact_wording": "BigQuery DP enforcement is GA while parameter-driven DP budgeting remains preview.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S005"
  ],
  "supporting_quote": "Parameter-driven privacy budgeting for differential privacy is in preview … differential privacy enforcement in BigQuery data clean rooms is now generally available (GA)",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Release stages refer to different features; do not collapse into one GA checkbox.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Both stage passages shown separately (review repair table).",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C041",
  "exact_wording": "GA4 BigQuery Export exports raw events from Google Analytics properties to BigQuery.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S006"
  ],
  "supporting_quote": "You can export all of your raw events from Google Analytics properties",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "GA4 first-party analytics exports differ from ADH’s protected Google advertising data.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Narrowed to the raw-event export the passage supports (review repair table).",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C042",
  "exact_wording": "Google added RemoveAllAudienceMembers to Data Manager API on 2026-07-30.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S007"
  ],
  "supporting_quote": "Added the `RemoveAllAudienceMembers` method to the `IngestionService` to remove or replace all audience members",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Removal of list membership is not deletion of all historic advertising data or reversal of completed actions.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§5"
 },
 {
  "claim_id": "C043",
  "exact_wording": "Google describes Meridian as open-source, with its code fully visible and available to modify.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S008"
  ],
  "supporting_quote": "Because Meridian is open-source, its underlying code is fully visible and available for you to modify.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "The page names no software licence for the library. Distinct from hosted packaging and support.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Passage now supports the modification clause (second review).",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C044",
  "exact_wording": "Google’s PAIR description says the advertiser and publisher each receive the match rate of their own audience list, with no user-level matches or PII sent back.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S009"
  ],
  "supporting_quote": "the advertiser and the publisher both receive the percentage match rate of their respective first-party audience lists, but no user-level matches or Personally Identifiable Information (PII) will be sent back.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Historical Google implementation description (2022); PAIR has since become a broader IAB standard.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Recipient and scope added to the passage (second review).",
  "origin": "dossier",
  "location": "§8"
 },
 {
  "claim_id": "C045",
  "exact_wording": "Amazon announced direct AMC access for sponsored ads advertisers on 2025-09-16.",
  "classification": "fact",
  "audit_source_ids": [
   "AMC-S001"
  ],
  "supporting_quote": "instant, self-service access for sponsored ads advertisers directly within their Amazon Ads account.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Eligibility and marketplace limits apply; separate paid-feature, beta and API permissions remain.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C046",
  "exact_wording": "Amazon’s 2026-09-29 announcement uses the name Amazon Ads Agent.",
  "classification": "fact",
  "audit_source_ids": [
   "AMC-S002"
  ],
  "supporting_quote": "Amazon Ads Agent",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Do not apply GA status for another product in the same announcement to all agent or AMC capabilities.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C047",
  "exact_wording": "AMC SQL Generator expert tool launched through MCP in closed beta on 2026-09-30.",
  "classification": "fact",
  "audit_source_ids": [
   "AMC-S003"
  ],
  "supporting_quote": "Expert tools are now available in closed beta on the Amazon Ads MCP Server",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Requires developer/AMC access and beta admission; a SQL generator is not unrestricted query/export or spending authority.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§6, figure"
 },
 {
  "claim_id": "C048",
  "exact_wording": "Amazon says expert-tool GA is planned for early 2027 with usage-based pricing.",
  "classification": "attributed",
  "audit_source_ids": [
   "AMC-S003"
  ],
  "supporting_quote": "General availability (early 2027): Pay-per-use via AWS Marketplace",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Vendor plan, not a committed delivery date or a current charge. Beta costs are separately described.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§6, figure"
 },
 {
  "claim_id": "C049",
  "exact_wording": "AMC on AWS Clean Rooms returns aggregate-analysis results to the advertiser’s S3 bucket; audience queries return results to Amazon Ads’ S3 bucket.",
  "classification": "fact",
  "audit_source_ids": [
   "AMC-S004"
  ],
  "supporting_quote": "Run a SQL query with AMC data and the advertiser's data that return the results to the advertiser's S3 bucket using aggregate analysis.",
  "locator": "Step ‘4. Run a query in AMC’; the next step routes audience results to the S3 bucket of Amazon Ads",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "A launch architecture (31 July 2024); a destination is not a post-termination right.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Passage now links aggregate results to the destination (second review).",
  "origin": "dossier",
  "location": "§3, figure"
 },
 {
  "claim_id": "C050",
  "exact_wording": "Amazon describes AMC as a no-cost clean room for eligible advertisers.",
  "classification": "vendor-claimed",
  "audit_source_ids": [
   "AMC-S005"
  ],
  "supporting_quote": "available at no cost",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Excludes adjacent services, paid features, labor and destination/media costs; not zero total cost.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C051",
  "exact_wording": "Prime Video viewership insights were announced in open beta on 2025-11-11.",
  "classification": "fact",
  "audit_source_ids": [
   "AMC-S006"
  ],
  "supporting_quote": "Amazon Marketing Cloud (AMC) now includes Prime Video viewership signals in open beta",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Launch initially covered US/Canada/Japan/Australia; European expansion was planned for Q1 2026. Actual tenant availability must be checked.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C052",
  "exact_wording": "PPC Land reported on 2026-06-02 that Amazon made AMC first-party paid-feature signals free to query through 2026-12-31, while third-party signals such as Experian still need a subscription.",
  "classification": "reported",
  "audit_source_ids": [
   "TRD-S003",
   "AMC-S007"
  ],
  "supporting_quote": "are available at no additional cost, effective immediately through December 31, 2026 … third-party paid features signals - such as those from Experian - continue to require a subscription fee",
  "locator": "",
  "verdict": "unverified",
  "verified_on": "2026-10-09",
  "limitations": "Amazon's own paid-features page renders no readable text, so the offer is unverified at the primary source. The same report says third-party paid features signals such as Experian continue to require a subscription fee.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Regraded FACT → REPORTED and narrowed to first-party paid features: the cited Amazon page could not be read. The secondary passage now shows the first-party scope and the third-party exception (second review).",
  "origin": "dossier",
  "location": "§7, figure"
 },
 {
  "claim_id": "C053",
  "exact_wording": "WPP announced its acquisition of InfoSum on 2025-04-03.",
  "classification": "fact",
  "audit_source_ids": [
   "INF-S001"
  ],
  "supporting_quote": "acquisition of InfoSum",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Subsequent InfoSum WPP-company branding corroborates ownership. Technical independence is a separate question.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§7, figure"
 },
 {
  "claim_id": "C054",
  "exact_wording": "InfoSum announced Beacons across AWS, Azure and Google Cloud on 2025-11-12.",
  "classification": "fact",
  "audit_source_ids": [
   "INF-S002"
  ],
  "supporting_quote": "Reimagined infrastructure will deploy directly into customer environments across Amazon Web Services (AWS), Google Cloud, and Microsoft Azure",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "The announcement is a fact; deployment, data-type support and regions are vendor-described.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Regraded VENDOR-CLAIMED → FACT for the dated announcement.",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C055",
  "exact_wording": "InfoSum's activation documentation describes configuring an export of a segment to a chosen destination.",
  "classification": "fact",
  "audit_source_ids": [
   "INF-S003"
  ],
  "supporting_quote": "To configure an export of that segment to your desired Destination",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Controlled identifier output is distinct from another party’s unrestricted raw dataset.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Narrowed to what the displayed passage says (review repair table).",
  "origin": "dossier",
  "location": "§3, figure"
 },
 {
  "claim_id": "C056",
  "exact_wording": "InfoSum API permissions separately expose identifier-export authorization.",
  "classification": "fact",
  "audit_source_ids": [
   "INF-S004"
  ],
  "supporting_quote": "allows operators to activate export columns from this dataset.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Permission field proves a documented control, not that a buyer’s contract grants it.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§3, figure"
 },
 {
  "claim_id": "C057",
  "exact_wording": "InfoSum documents that closing a collaboration it owns is irreversible and stops new queries or exports, while previous activity can still be seen.",
  "classification": "fact",
  "audit_source_ids": [
   "INF-S004"
  ],
  "supporting_quote": "can no longer be used for new queries or exports but previous activity can still be seen",
  "locator": "Operation 'Close collaboration' (described as 'Closes a collaboration you own. Irreversible.')",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Does not establish erasure of copies already delivered, model unlearning or reversal of completed destination actions.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Closing operation and its effect shown together (review repair table).",
  "origin": "dossier",
  "location": "§4, §5, figure"
 },
 {
  "claim_id": "C058",
  "exact_wording": "InfoSum describes redaction, rounding and noise injection as privacy techniques.",
  "classification": "vendor-claimed",
  "audit_source_ids": [
   "INF-S005"
  ],
  "supporting_quote": "redaction thresholds, rounding, and noise injection",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "No independent verification of the marketing page’s universal non-reidentification claim; no numerical guarantee imported.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C059",
  "exact_wording": "WPP announced that WPP Media replaces GroupM on 2025-05-28.",
  "classification": "fact",
  "audit_source_ids": [
   "INF-S006"
  ],
  "supporting_quote": "WPP Media replaces GroupM",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Corporate brand change does not itself change collaborator permissions.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C060",
  "exact_wording": "As of its 2026-09-16 financing announcement, Publicis still described the LiveRamp acquisition as subject to approvals.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S001"
  ],
  "supporting_quote": "As a reminder, the acquisition of LiveRamp remains subject to customary approvals and is expected to close before the end of 2026.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "No later primary closing notice found in the searched corpus through cutoff; keep status pending, not owned.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Full sentence shown (second review).",
  "origin": "dossier",
  "location": "§1, §7, figure"
 },
 {
  "claim_id": "C061",
  "exact_wording": "LiveRamp stockholders adopted the merger agreement on 2026-08-17.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S002"
  ],
  "supporting_quote": "stockholders adopted the Merger Agreement",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Shareholder approval is not transaction completion.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§7, figure"
 },
 {
  "claim_id": "C062",
  "exact_wording": "LiveRamp clean-room controls require data-owner permission for analytics and activation uses.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S003"
  ],
  "supporting_quote": "Activation or Analytics only allowed with the express permission of the data owner.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Documented purpose controls do not establish legal consent or partner-neutral commercial terms.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "figure"
 },
 {
  "claim_id": "C063",
  "exact_wording": "LiveRamp’s March 2026 notes describe agent-powered access to its platform.",
  "classification": "vendor-claimed",
  "audit_source_ids": [
   "LVR-S004"
  ],
  "supporting_quote": "enabling AI agents to operate across identity, segmentation, activation, and measurement",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "The announcement does not establish universal native MCP availability or tested stop behavior.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "figure"
 },
 {
  "claim_id": "C064",
  "exact_wording": "LiveRamp completed its acquisition of Habu on 2024-01-31.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S011"
  ],
  "supporting_quote": "On January 31, 2024, the Company completed the acquisition of Habu, a data clean room software provider",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Separate transaction from the pending Publicis–LiveRamp deal.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "The investor-relations URL returned HTTP 403; re-sourced to LiveRamp's 10-K on SEC EDGAR.",
  "origin": "dossier",
  "location": "§7, figure"
 },
 {
  "claim_id": "C065",
  "exact_wording": "LiveRamp set the ATS Mobile SDK sunset effective 2026-09-30.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S006"
  ],
  "supporting_quote": "LiveRamp has made the decision to sunset the ATS Mobile SDK effective September 30, 2026.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Notice documents effective deprecation; continued runtime behavior was not tested.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Passage now names the product and date (review repair table).",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C066",
  "exact_wording": "dentsu announced Tobiras using Meta Advanced Analytics on 2024-11-21.",
  "classification": "fact",
  "audit_source_ids": [
   "MTA-S001"
  ],
  "supporting_quote": "Tobiras, a new solution that combines an advertiser’s first party data with Meta’s Advanced Analytics data",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "The launch is a fact; capability and lift claims are partner-described and untested.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Regraded VENDOR-CLAIMED → FACT for the dated launch.",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C067",
  "exact_wording": "Meta’s help page, as indexed, says web advertisers no longer need to prioritize eight conversion events per domain; a change date was not found.",
  "classification": "reported",
  "audit_source_ids": [
   "MTA-S002",
   "TRD-S004"
  ],
  "supporting_quote": "You no longer need to prioritize 8 conversion events per domain",
  "locator": "",
  "verdict": "unverified",
  "verified_on": "2026-10-09",
  "limitations": "The quote is the dossier's indexed excerpt; Meta's page body was behind a login on 2026-10-09. DEPT (2023-05-31) reports a related iOS change only and does not prove the web per-domain rule.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Regraded FACT → REPORTED and verdict unverified: the primary page could not be read.",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C068",
  "exact_wording": "Meta’s 2026-03-03 indexed announcement uses engage-through attribution terminology.",
  "classification": "fact",
  "audit_source_ids": [
   "MTA-S003"
  ],
  "supporting_quote": "it will be known as engage-through attribution.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Readable on 2026-10-09. Meta said the change would begin 'later this month' (March 2026) for website and in-store conversion campaigns.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C069",
  "exact_wording": "Robyn documents calibration using causal experiment results.",
  "classification": "fact",
  "audit_source_ids": [
   "MTA-S004"
  ],
  "supporting_quote": "Calibration of average effect size with causal experiments",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "A supported modeling method is not an automatic native feature of every Meta AA workflow.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C070",
  "exact_wording": "MCP specifies transport-level authorization for access to MCP resources.",
  "classification": "fact",
  "audit_source_ids": [
   "STD-S001"
  ],
  "supporting_quote": "The Model Context Protocol provides authorization capabilities at the transport level",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Specification support does not confer advertising permission, consumer consent or post-export control. The specification path is versioned (2026-07-28) but was read from the repository’s main branch, not a pinned commit.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§6"
 },
 {
  "claim_id": "C071",
  "exact_wording": "A2A requires authorization checks on requests.",
  "classification": "fact",
  "audit_source_ids": [
   "STD-S002"
  ],
  "supporting_quote": "Servers MUST return an authorization error when the authenticated client lacks required permissions",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Agent task interoperability is not proof that all downstream side effects can be canceled; version 1.0.1 reviewed.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§6"
 },
 {
  "claim_id": "C072",
  "exact_wording": "AdCP documents advertising task interfaces over MCP and A2A.",
  "classification": "fact",
  "audit_source_ids": [
   "STD-S003"
  ],
  "supporting_quote": "Planning-time tasks use MCP and A2A transports",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Author affiliation disclosed; protocol definitions do not establish production adoption, price or portability guarantees.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C073",
  "exact_wording": "IAB Tech Lab presents AAMP as a portfolio/program of agentic advertising protocols.",
  "classification": "fact",
  "audit_source_ids": [
   "STD-S004"
  ],
  "supporting_quote": "AAMP is an IAB Tech Lab umbrella initiative for bringing agentic AI into the advertising ecosystem",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Do not compare the umbrella with one transport as though they were interchangeable products.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Quote widened from the page title to the defining sentence.",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C074",
  "exact_wording": "IAB Tech Lab lists PAIR 1.1 as finalized in July 2025 and OPJA as deprecated.",
  "classification": "fact",
  "audit_source_ids": [
   "STD-S005"
  ],
  "supporting_quote": "PAIR version 1.1 was finalized in July 2025. … OPJA if therefore a deprecated standard and no longer supported.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "A standard’s publication does not prove implementation parity or universal cross-platform support.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "The OPJA passage added beside the PAIR passage (review repair table). The typo is the source's.",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C075",
  "exact_wording": "InfoSum says a company that leaves a collaboration can no longer see its details, including the event logs; the owner must close rather than leave.",
  "classification": "fact",
  "audit_source_ids": [
   "INF-S004"
  ],
  "supporting_quote": "Leaving the collaboration will mean the leaving company will no longer be able to see any details about the collaboration including the event logs.",
  "locator": "Operation LeaveCollaboration; its 403 response: ‘Returned when the owner of the collaboration tries to leave, they must close the collaboration.’",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Loss of access, not deletion. Owner and member exits differ. Not the retention policy for exported outputs.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Actor and loss of access added; owner/member distinction kept (review P2-21).",
  "origin": "dossier",
  "location": "§4, figure"
 },
 {
  "claim_id": "C076",
  "exact_wording": "Amazon announced AMC Custom Models for Audiences on 2025-10-31, which lets customers use their proprietary modeling algorithms to create custom audiences.",
  "classification": "fact",
  "audit_source_ids": [
   "AMC-S008"
  ],
  "supporting_quote": "enables customers to leverage their proprietary modeling algorithms to create custom audiences",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Announcement describes model training for audiences; it does not establish a general right to export trained weights or training data.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Product and dated launch named with the passage (review repair table).",
  "origin": "dossier",
  "location": "§4"
 },
 {
  "claim_id": "C077",
  "exact_wording": "MLflow on Databricks records traces of an application's inputs, outputs and metadata.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S009"
  ],
  "supporting_quote": "inputs, outputs, and metadata",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "A recorded trace is not a complete portable workflow or unrestricted access to proprietary model reasoning.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Narrowed to tracing; tracing alone does not establish portable state (review repair table).",
  "origin": "dossier",
  "location": "background (not relied on in the text)"
 },
 {
  "claim_id": "C078",
  "exact_wording": "LiveRamp’s filed communication specifies cash consideration of $38.50 per share upon the proposed transaction.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S007"
  ],
  "supporting_quote": "We announced that LiveRamp has entered into a definitive agreement to be acquired by Publicis, a global leader in communications, for $38.50 per share in cash",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Pending merger terms, not a completed payment. Enterprise value is separately supported by C082 (LVR-S009).",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Re-pointed to the SEC EDGAR copy of the same DEFA14A; the investor-relations file returned HTTP 403.",
  "origin": "dossier",
  "location": "§7"
 },
 {
  "claim_id": "C079",
  "exact_wording": "LiveRamp says it is committed to an independence charter addressing open access, privacy and pricing controls after the transaction.",
  "classification": "attributed",
  "audit_source_ids": [
   "LVR-S007"
  ],
  "supporting_quote": "We are committed to maintaining operational neutrality and abiding by an independence charter focused on open access, privacy and pricing controls",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Filed management commitment, not independently tested neutrality or a buyer-specific enforceable contract.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§7"
 },
 {
  "claim_id": "C080",
  "exact_wording": "LiveRamp’s documented Meta/Facebook Advanced Analytics connection requires an FAA instance and CAPI support.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S008"
  ],
  "supporting_quote": "You must have a Facebook Advanced Analytics instance configured and Conversions API (CAPI) support prior to initiating",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Partner-specific configuration documentation, last modified 2026-03-05; does not prove universal AA access or every partner’s requirements.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "Passage now shows both prerequisites (review repair table).",
  "origin": "dossier",
  "location": "figure"
 },
 {
  "claim_id": "C081",
  "exact_wording": "LiveRamp documents a 90-day queried-data availability window in Facebook Advanced Analytics.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S008"
  ],
  "supporting_quote": "Queried data is available for 90 days in Facebook Advanced Analytics.",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Data availability in one partner connection; not the retention terms for exported results and not evidence that this is the only access route.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "figure"
 },
 {
  "claim_id": "C082",
  "exact_wording": "Publicis’s 2026-05-17 announcement specifies total enterprise value of $2.167 billion for the proposed LiveRamp transaction.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S009"
  ],
  "supporting_quote": "total enterprise value of $2.167 billion",
  "locator": "",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "limitations": "Pending transaction terms. The same release gives a $2.546 billion equity value; Forrester (TRD-S001) cites $2.55 billion, which matches equity value.",
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "recommended_correction": "",
  "origin": "dossier",
  "location": "§1, §7, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Release note dated 10 September 2026; the list follows the statement that these connectors are removed from the provider and consumer web interface",
  "claim_id": "C083",
  "exact_wording": "On 2026-09-10 Snowflake removed a second set of legacy web-interface identity connectors, including Acxiom Real ID, Experian and The Trade Desk UID 2.0.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S013"
  ],
  "supporting_quote": "the Acxiom - Real ID, Acxiom Real ID Transcoding, LiveRamp, Merkury, Experian, and The Trade Desk UID 2.0 connectors",
  "limitations": "Removal from the legacy web interface only; read as a list fragment.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§7, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C084",
  "exact_wording": "Snowflake's 2026-09-10 connector removal did not delete existing connector configurations.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S013"
  ],
  "supporting_quote": "This change does not delete existing connector configurations.",
  "limitations": "Configuration retention only; not continued operation of the removed connectors.",
  "change": "Split from the activation-connector list (now C118) after review.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§7"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C085",
  "exact_wording": "Snowflake made managing clean-room collaborations in the Snowsight interface generally available on 2026-09-24.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S014"
  ],
  "supporting_quote": "Managing collaborations in the Snowsight UI is now generally available.",
  "limitations": "Covers managing collaborations in Snowsight, not every clean-room feature.",
  "change": "Split: the Activity tab is now C119.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Release-note entry dated April 20, 2026, introducing the BigQuery MCP server",
  "claim_id": "C086",
  "exact_wording": "BigQuery's MCP server became generally available on 2026-04-20.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S011"
  ],
  "supporting_quote": "This feature is Generally Available (GA).",
  "limitations": "A general BigQuery interface; not evidence of an Ads Data Hub surface, and not a way around a clean room's egress rules.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§6, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Release-note entry dated August 11, 2026",
  "claim_id": "C087",
  "exact_wording": "Query templates for BigQuery data clean rooms became generally available on 2026-08-11.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S011"
  ],
  "supporting_quote": "Query templates for data clean rooms are generally available (GA).",
  "limitations": "Release stage of templates only; region limits of clean rooms still apply (GOO-S001).",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "The preceding sentence names OpenProposal, a specification for how sellers represent advertising products and respond to buyer briefs",
  "claim_id": "C088",
  "exact_wording": "IAB Tech Lab’s AAMP 3.0, released on 2026-09-22, introduced the OpenProposal specification, in public comment until 2026-10-22.",
  "classification": "fact",
  "audit_source_ids": [
   "STD-S006"
  ],
  "supporting_quote": "The new specification will be in Public Comment until October 22, 2026",
  "limitations": "A public-comment draft, not a deployed control.",
  "change": "The comment object named as OpenProposal (second review).",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§6, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C089",
  "exact_wording": "IAB Tech Lab says AAMP 3.0 work includes standardizing agent authentication and authorization.",
  "classification": "attributed",
  "audit_source_ids": [
   "STD-S006"
  ],
  "supporting_quote": "standardizing agent authentication and authorization protocols",
  "limitations": "Mentioned briefly with no technical detail; a stated aim, not a published mechanism.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C090",
  "exact_wording": "Publicis and LiveRamp filed US premerger (HSR) notifications on 2026-06-11.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S010"
  ],
  "supporting_quote": "On June 11, 2026, Publicis and LiveRamp filed their respective Premerger Notification and Report Forms",
  "limitations": "No public record of the waiting period expiring was found through 2026-10-09.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§7, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Regulatory closing conditions, condition (iii)",
  "claim_id": "C091",
  "exact_wording": "CFIUS approval is a condition of closing the Publicis–LiveRamp merger.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S010"
  ],
  "supporting_quote": "the approval of the Committee on Foreign Investment in the United States",
  "limitations": "No public record of CFIUS clearance was found through 2026-10-09; non-US clearances are also required.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§7"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C092",
  "exact_wording": "The merger agreement sets an outside date of 2027-05-16, automatically extended to 2027-08-16 if only certain regulatory conditions remain unmet.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S010"
  ],
  "supporting_quote": "May 16, 2027 (the “Outside Date”) … the Outside Date, which will be automatically extended to August 16, 2027 if certain regulatory closing conditions remain the only conditions not satisfied or waived",
  "limitations": "A contract term, not a forecast of the closing date.",
  "change": "Base outside date passage added beside the extension (review repair table).",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§7, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C093",
  "exact_wording": "Publicis said on 2026-09-16 that it expects the LiveRamp acquisition to close before the end of 2026.",
  "classification": "attributed",
  "audit_source_ids": [
   "LVR-S001"
  ],
  "supporting_quote": "expected to close before the end of 2026",
  "limitations": "The acquirer's expectation, not a completed event.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§7, figure"
 },
 {
  "premises": [
   "C060",
   "C061",
   "C090",
   "C091",
   "C093"
  ],
  "reasoning": "The latest primary statement (16 September 2026) describes the deal as subject to approvals; a completed merger would normally produce a closing 8-K and delisting filings.",
  "search_scope": "LiveRamp filings on SEC EDGAR (CIK 733269) after 2026-09-16 (Forms 4 and a Schedule 13G/A only); Publicis newsroom since 1 September 2026; web search for closing, HSR expiry and CFIUS clearance, 2026-10-09.",
  "locator": "",
  "claim_id": "C094",
  "exact_wording": "No filing or announcement of the Publicis–LiveRamp closing was found in the sources searched through 2026-10-09.",
  "classification": "inference",
  "audit_source_ids": [
   "LVR-S001",
   "LVR-S002",
   "LVR-S010"
  ],
  "supporting_quote": "",
  "limitations": "Absence of a notice in these sources is not proof the deal has not closed.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§7"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C095",
  "exact_wording": "LiveRamp announced on 2026-08-04 that marketers can access de-duplicated attribution and incrementality measurement from Meta in the LiveRamp Clean Room.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S012"
  ],
  "supporting_quote": "Marketers can access de-duplicated attribution and incrementality measurement from Meta in the LiveRamp Clean Room.",
  "limitations": "Announcement of availability; no release stage, entitlement terms or measured result.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section 'Where is the feature available?'",
  "claim_id": "C096",
  "exact_wording": "During the closed beta, Amazon's AMC expert tools are available in the United States.",
  "classification": "fact",
  "audit_source_ids": [
   "AMC-S003"
  ],
  "supporting_quote": "During closed beta, expert tools are available in the United States.",
  "limitations": "Admission is by application; applicants need an AMC instance, a developer account and Ads API access. See C116 for the hosting statement.",
  "change": "Split: hosting/market scope is C116 and beta cost is C120 (review P1-12).",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§6, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C097",
  "exact_wording": "Google announced Meridian Studio, a Google Cloud-based enterprise platform for building Meridian models, on 2026-05-28 without publishing a release stage.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S010"
  ],
  "supporting_quote": "Meridian Studio: A Google Cloud-based enterprise platform to build and scale models, featuring native agentic AI",
  "limitations": "Read from the mobile rendering of the post; no release stage is published.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C098",
  "exact_wording": "Google said on 2026-09-10 that GeoX is generally available globally in Meridian.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S012"
  ],
  "supporting_quote": "Now, GeoX is generally available globally in Meridian",
  "limitations": "Vendor announcement of availability; not evidence of model quality.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Release-note entry dated September 25, 2026 (the page's 'last updated' label is earlier and stale)",
  "claim_id": "C099",
  "exact_wording": "Databricks made the Genie One MCP server generally available on 2026-09-25.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S010"
  ],
  "supporting_quote": "The Genie One MCP server is now generally available",
  "limitations": "A Databricks platform tool; not evidence of clean-room permissions.",
  "change": "Split: Unity Gateway API is C121; the former endpoint's sunset is C105 (review P1-14).",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§6, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C100",
  "exact_wording": "AWS documents Amazon Quick as having evolved from Amazon QuickSight.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S010"
  ],
  "supporting_quote": "Amazon Quick evolved from Amazon QuickSight.",
  "limitations": "Undated living documentation; no rename date found.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Under the heading 'Starting July 1, 2023'",
  "claim_id": "C101",
  "exact_wording": "Google says standard Universal Analytics properties stopped processing hits from 2023-07-01.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S013"
  ],
  "supporting_quote": "Standard Universal Analytics properties stopped processing hits",
  "change": "Split: the 360 extension is C122 (review repair table).",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C102",
  "exact_wording": "The A2A changelog dates version 1.0.1 2026-05-26; GitHub published the release on 2026-05-28.",
  "classification": "fact",
  "audit_source_ids": [
   "STD-S007"
  ],
  "supporting_quote": "1.0.1 (2026-05-26)",
  "limitations": "The release publication date is GitHub's release timestamp; the quote is the changelog heading.",
  "change": "Changelog date and publication date distinguished (review repair table).",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [
   "C010",
   "C016",
   "C017",
   "C025",
   "C030",
   "C035",
   "C036",
   "C038",
   "C049",
   "C055",
   "C062",
   "C076",
   "C080"
  ],
  "reasoning": "The rows name output objects, not tasks. Whether a task can continue elsewhere depends on which task (reading a report, recomputing it, refreshing it, scoring with a model) and which environment; neither was defined, so no route was tested or searched for that purpose.",
  "search_scope": "",
  "locator": "",
  "claim_id": "C103",
  "exact_wording": "Task continuity was not assessed, because the study did not define a specific task and target environment for each route.",
  "classification": "inference",
  "audit_source_ids": [
   "DBX-S002",
   "AWS-S002",
   "GOO-S001",
   "GOO-S002",
   "INF-S004",
   "SNW-S009",
   "LVR-S003",
   "AMC-S008",
   "LVR-S008"
  ],
  "supporting_quote": "",
  "limitations": "A statement about this study’s scope, not a finding that any product lacks a route. The per-boundary search record in section 10 lists what was read for receiving, retention, reuse and published terms.",
  "change": "Restated after the live check: the earlier text kept a not-found conclusion about re-running a task that the revised method does not support.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§2, figure"
 },
 {
  "premises": [
   "C006",
   "C086",
   "C099"
  ],
  "reasoning": "A count of the GA labels in the premises. The other routes’ classifications rest on their own cells and claims.",
  "search_scope": "",
  "locator": "",
  "claim_id": "C104",
  "exact_wording": "Three routes in Figure 3 carry a vendor-stated GA label.",
  "classification": "inference",
  "audit_source_ids": [
   "SNW-S005",
   "GOO-S011",
   "DBX-S010"
  ],
  "supporting_quote": "",
  "limitations": "A stage label is the vendor's own and is not account eligibility.",
  "change": "Narrowed to the supported count (second review).",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "origin": "added in validation",
  "location": "§6, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Release-note entry dated September 25, 2026, 'The Genie One MCP server is now generally available'",
  "claim_id": "C105",
  "exact_wording": "Databricks scheduled the former Beta endpoint /api/2.0/mcp/genie to sunset on 2026-10-31.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S010"
  ],
  "supporting_quote": "is deprecated and will be sunset on October 31, 2026",
  "limitations": "A scheduled date set by Databricks; the extraction tool paraphrased the surrounding sentence, so only the quoted fragment was matched. The replacement is system.ai.genie_one_mcp.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§1, §6, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section ‘Using AWS MCP to troubleshoot Clean Rooms issues’; the other list item is ‘Permission errors’",
  "claim_id": "C106",
  "exact_wording": "AWS documents an aws-cleanrooms skill, used through AWS MCP, that troubleshoots permission errors and missing CloudWatch logs for custom ML jobs.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S013"
  ],
  "supporting_quote": "Missing CloudWatch logs for custom ML model jobs – CloudWatch logs not appearing for custom model training or inference jobs.",
  "limitations": "Troubleshooting documented here; Clean Rooms analytics and export through agents were not evaluated. The broader AWS MCP Server can make authenticated AWS API calls, so this page does not establish an absence of other operations.",
  "origin": "added in review",
  "change": "Passage now shows the documented troubleshooting scope; the absence wording removed (second review).",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§6, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section 'Read an output table'; page updated 2026-10-06",
  "claim_id": "C107",
  "exact_wording": "Deleting a Databricks clean room removes all its output tables and historical data from the output catalog.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S002"
  ],
  "supporting_quote": "Deleting a clean room removes all output tables and historical data from the output catalog.",
  "limitations": "Room deletion can end access before the 30-day window; copies made beforehand are outside this rule.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§4, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section 'Share output with all collaborators' ('This feature is in Public Preview.')",
  "claim_id": "C108",
  "exact_wording": "By default a Databricks clean-room output table is accessible only to the collaborator who runs the notebook; sharing output with all collaborators is in Public Preview.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S002"
  ],
  "supporting_quote": "By default, an output table is accessible only to the collaborator who runs the notebook",
  "limitations": "Shared outputs are visible to all collaborators as soon as they are created, even before the run finishes.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§4, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section 'Run analysis in Workspaces'",
  "claim_id": "C109",
  "exact_wording": "In a Snowflake collaboration, ordinary analysis results are returned in the workspace.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S011"
  ],
  "supporting_quote": "Results are returned in the workspace.",
  "limitations": "Viewing a result in the workspace is not the same as holding a copy after exit.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§3, §4, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Overview; 'Examples: Logging data events for Amazon S3 objects' (DeleteObject is a Write data event)",
  "claim_id": "C110",
  "exact_wording": "AWS CloudTrail can record S3 object-level events such as deletions as data events, which are off by default and charged.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S011"
  ],
  "supporting_quote": "By default, trails and event data stores do not log data events. Additional charges apply for data events.",
  "limitations": "A record of a scoped operation, not proof that every copy, version or backup was erased.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§5, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section 'Delete request use cases'",
  "claim_id": "C111",
  "exact_wording": "In a versioning-enabled S3 bucket, a simple DELETE inserts a delete marker instead of permanently deleting the object.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S012"
  ],
  "supporting_quote": "When versioning is enabled, a simple `DELETE` cannot permanently delete an object",
  "limitations": "Only a DELETE with a version ID removes a version permanently.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§5, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Type BigQueryAuditMetadata.TableDeletion.Reason; values TABLE_DELETE_REQUEST, EXPIRED, QUERY; page updated 2025-07-02",
  "claim_id": "C112",
  "exact_wording": "BigQuery audit metadata records how a table was deleted (for example a delete request, expiry or a DDL query).",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S014"
  ],
  "supporting_quote": "Describes how the table was deleted.",
  "limitations": "A record of one table operation, not of downstream copies.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§5, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section 'An Evolving Marketplace: Models, Agents, and Applications', 'Builder ecosystem expansion'",
  "claim_id": "C113",
  "exact_wording": "LiveRamp said in March 2026 that it was selectively enabling a limited number of builders to deploy agents.",
  "classification": "fact",
  "audit_source_ids": [
   "LVR-S004"
  ],
  "supporting_quote": "we are selectively enabling a limited number of builders to deploy agents",
  "limitations": "Applies to deploying agents in LiveRamp's marketplace, not to the AI segment builder.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§6, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Caution note; page updated 2026-10-07",
  "claim_id": "C114",
  "exact_wording": "Google warns that BigQuery analysis rules might not fully prevent sophisticated queries from extracting unauthorized data, and points to query templates to restrict execution to approved queries.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S001"
  ],
  "supporting_quote": "might not fully prevent sophisticated queries from extracting unauthorized data",
  "limitations": "Risk reduction depends on the configured rules.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§8"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section 'Where is the feature available?'",
  "claim_id": "C116",
  "exact_wording": "Amazon says AMC agents can serve advertisers across North America, Europe and Far East marketplaces from US-hosted infrastructure.",
  "classification": "fact",
  "audit_source_ids": [
   "AMC-S003"
  ],
  "supporting_quote": "Agents can serve advertisers across North America, Europe and Far East marketplaces from U.S.-hosted infrastructure.",
  "limitations": "Describes the agents' reach from US-hosted infrastructure; during the closed beta the expert tools themselves are available in the United States (C096).",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§6, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C117",
  "exact_wording": "Amazon says broader geography for the expert tools will be available before general availability in early 2027.",
  "classification": "attributed",
  "audit_source_ids": [
   "AMC-S003"
  ],
  "supporting_quote": "Broader geography will be available before general availability in early 2027.",
  "limitations": "Amazon's plan, not a release.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§6"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Release note dated 10 September 2026, ‘Legacy activation connectors removed from the web application’",
  "claim_id": "C118",
  "exact_wording": "The 2026-09-10 Snowflake release also removed legacy web-interface activation connectors, including Google Display & Video 360, LiveRamp and The Trade Desk.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S013"
  ],
  "supporting_quote": "the Google Display & Video 360, Google Display & Video 360 - PAIR, LiveRamp, The Trade Desk - UID 2.0, The Trade Desk - CRM, and Yahoo DSP connectors have been removed from the provider and consumer web interface.",
  "limitations": "",
  "origin": "added in review",
  "change": "Full sentence with the removal predicate (second review).",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§7"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C119",
  "exact_wording": "Snowflake's Snowsight collaboration view has an Activity tab that records analysis template runs.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S014"
  ],
  "supporting_quote": "A new Activity tab gives you an audit trail of the analysis template runs in a collaboration.",
  "limitations": "Records template runs, not delivery to a destination.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§5, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C120",
  "exact_wording": "Amazon covers the cost of the AMC expert tools during the closed beta.",
  "classification": "fact",
  "audit_source_ids": [
   "AMC-S003"
  ],
  "supporting_quote": "Costs are covered during the closed beta",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Release-note entry dated September 16, 2026",
  "claim_id": "C121",
  "exact_wording": "Databricks made the Unity Gateway API, which manages model and MCP services, generally available on 2026-09-16.",
  "classification": "fact",
  "audit_source_ids": [
   "DBX-S010"
  ],
  "supporting_quote": "Unity Gateway API and developer tools are generally available",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "",
  "claim_id": "C122",
  "exact_wording": "Google says Universal Analytics 360 properties with a processing extension had it end on 2024-07-01.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S013"
  ],
  "supporting_quote": "received a one-time processing extension ending on July 1, 2024",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "background (not relied on in the text)"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Heading 'February 1, 2027'",
  "claim_id": "C123",
  "exact_wording": "Snowflake schedules the end of new legacy clean-room creation through the Provider and Consumer API on 2027-02-01.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S001"
  ],
  "supporting_quote": "new legacy clean rooms can no longer be created through the Provider and Consumer API",
  "limitations": "A schedule set by Snowflake; existing legacy API rooms remain until 2027-06-01.",
  "origin": "added in review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§1, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section ‘Privacy’, list ‘You must not:’; policy updated 16 January 2024",
  "claim_id": "C124",
  "exact_wording": "Google’s Ads Data Hub Policies prohibit using Google’s proprietary data to build or augment user profiles or audience lists beyond the audience activation channels Ads Data Hub approves.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S015"
  ],
  "supporting_quote": "Attempt to use Google's proprietary data to build, edit or augment user profiles or to build, edit or augment audience lists for any uses beyond those permitted in the audience activation channels approved by Ads Data Hub",
  "limitations": "A published use restriction, not a determination of any buyer’s post-termination rights. The policies also restrict competitive and benchmarking uses and combining report data with sensitive-interest data for commercial use.",
  "origin": "added in second review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§3, §4, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section ‘Join some final results in BigQuery’; page updated 18 May 2026",
  "claim_id": "C125",
  "exact_wording": "Google documents joining the results of multiple Ads Data Hub aggregation queries in BigQuery.",
  "classification": "fact",
  "audit_source_ids": [
   "GOO-S016"
  ],
  "supporting_quote": "You can join results (in BigQuery) from multiple aggregation queries (from Ads Data Hub).",
  "limitations": "A documented technical use of outputs outside Ads Data Hub; not evidence of unrestricted reuse or of reproducing the protected source analysis.",
  "origin": "added in second review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§3, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section 92.1; terms last updated 1 October 2026",
  "claim_id": "C126",
  "exact_wording": "AWS Service Terms prohibit using AWS Clean Rooms, or information obtained from it, to identify a person, unless the data’s third-party contributor permits it.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S014"
  ],
  "supporting_quote": "You may not use AWS Clean Rooms or any information obtained from your use of AWS Clean Rooms to identify a person … unless otherwise permitted by the applicable third-party contributor of the data.",
  "limitations": "A published restriction; a buyer’s own agreement may add terms.",
  "origin": "added in second review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§4, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section 92.3 (read as a fragment)",
  "claim_id": "C127",
  "exact_wording": "AWS Service Terms say deleting a Clean Rooms collaboration or its resources ends access to the customer’s content or deletes it from intermediate tables, as the documentation describes.",
  "classification": "fact",
  "audit_source_ids": [
   "AWS-S014"
  ],
  "supporting_quote": "will result in termination of access to Your Content or deletion of Your Content from intermediate tables, as described in the applicable service documentation",
  "limitations": "Concerns access to and deletion of the customer’s content inside the service (intermediate tables); it does not establish that deleting a collaboration recalls a result already delivered.",
  "origin": "added in second review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§4, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Section 1.4; agreement last updated 11 October 2024. The same section also allows sharing with the Advertiser (for an agency) and with a service provider acting for the Advertiser, provided the recipient must treat the results as confidential.",
  "claim_id": "C128",
  "exact_wording": "The Amazon Marketing Cloud Agreement makes query results confidential and restricts sharing them, with named exceptions for the relevant agency, the advertiser and service providers acting for the advertiser, each required to keep them confidential.",
  "classification": "fact",
  "audit_source_ids": [
   "AMC-S009"
  ],
  "supporting_quote": "The Query Results are confidential information, and you may not share them with Third Parties, except that you may share the Query Results with your relevant agency (if Customer is an Advertiser or Representative)",
  "limitations": "The further exceptions and the confidentiality condition were read in the page but not captured verbatim beyond the quoted clause. The agreement states no retention period.",
  "origin": "added in second review",
  "change": "Corrected after the live check: the earlier wording stopped before the agreement’s exceptions and overstated the restriction.",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§4, figure"
 },
 {
  "premises": [],
  "reasoning": "",
  "search_scope": "",
  "locator": "Terms page, last updated 30 April 2024",
  "claim_id": "C129",
  "exact_wording": "Snowflake’s public Data Clean Rooms terms defer to the customer’s agreement for the Snowflake Service.",
  "classification": "fact",
  "audit_source_ids": [
   "SNW-S015"
  ],
  "supporting_quote": "Use of Snowflake Data Clean Rooms is governed by your agreement for use of the Snowflake Service.",
  "limitations": "The current page has no clause on outputs, retention or termination; an archived 2024 version did.",
  "origin": "added in second review",
  "verdict": "supported",
  "verified_on": "2026-10-09",
  "location": "§4, figure"
 }
]
