{ "schema": 1, "as_of": "2026-09-09", "audience": "existing Kairos core room", "source": { "title": "Kairos — Coverage Ledger", "sha256": "44e70dd51d39bffb1720f37aa306dd27b2ee57d0554af9c41c1065e2b3a7a91a" }, "counts": { "warehouse_datasets": 22, "physical_objects": 509, "substantive_tables": 223, "ga4_shards": 180, "ga4_logical_families": 3, "staging_objects": 106, "room_rows": 28, "definition_rows": 83, "historical_scan_yes_20260905": 118, "current_content_read_total": null }, "limits": [ "Counts are retained snapshots; content-read coverage is unreconciled.", "GA4 families and the 223 substantive tables have separate denominators.", "Intercom/raw and review-prompt work views overlap warehouse rows.", "Scheduled reads are programme slots on invocation, not installed jobs.", "Candidate cross-checks do not establish independent recordings." ], "room_columns": [ "Room", "Objects", "Content-read evidence", "Historical scanner", "Reader/date/source", "Next action", "Denominator/falsifier/expiry" ], "rooms": [ [ "App_usage", "38 physical / 38 in 223", "At least 3 named objects plus one conditional receipt: App_usage_events (sample + column facts; audit receipt not re-verified in S1), App_usage_cancel_reasons (aggregate/regex), users_churn_reasons (flags); users_app_activity (TRACE-001 source per C3 §3; receipt outside S1 set); exact room total unreconciled. users_churn_reasons and claude.vpn_churns share the retained row count/date; shared lineage is a warning to test, not proved by that signature", "25/38 flagged yes on 09-05; App_usage_events flagged no, a second scanner false negative conditional on the 08-17 audit receipt", "Talos audit 2026-08-17; Tris 2026-09-02; C1/U1 and audit COVERAGE.json", "scheduled read — S2 on invocation: sessions.feedback/reasons aggregate first, then screened sample; full cancel free-text codebook. Owner: S2 writer. pseudo_id_funnel: not reading, because shared/reset pseudo IDs require a source identity contract before its 66M-row funnel can support transitions. Remaining reads need their own question.", "Denominator: 38 physical / 38 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "Google_events", "5 physical / 5 in 223", "At least 1: events notificationType by month; other object content reads unreconciled", "2/5 flagged yes on 09-05", "Tris, 2026-09-05; C2", "not reading, because notification-source completeness and actual grace settings remain unresolved; google_subscription_lifecycle is deferred until its producer mapping and relation to the notification stream are recovered.", "Denominator: 5 physical / 5 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "Marketing", "1 physical / 1 in 223", "Unknown; 1 historical query flag is not a per-object content receipt", "1/1 flagged yes on 09-05", "Actor/date unestablished; C1 register", "not reading, because S1 has no commissioned acquisition question for this object; locate original query and field list before commissioning exposure.", "Denominator: 1 physical / 1 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "Mysterium_VPN", "1 physical / 1 in 223", "Unknown; 0 positive receipts recovered in this bounded S1 source set / 1 object", "0/1 flagged yes on 09-05", "Actor/date unestablished; C1 register", "not reading, because its purpose and present analytical use are unestablished; first recover table purpose and a decision it can inform.", "Denominator: 1 physical / 1 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "Test", "10 physical / 10 in 223", "Unknown; 0 positive receipts recovered in this bounded S1 source set / 10 objects", "0/10 flagged yes on 09-05", "Actor/date unestablished; C1 register", "not reading, because experimental/stale names do not justify full scans; dark_vpn_earnings is a separate supply-cost lead, outside this VPN journey read.", "Denominator: 10 physical / 10 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "airbyte", "10 physical / 10 in 223", "At least 2: devices_time_from_click_to_connect and user_usage; stored-average and counter profiles only", "3/10 flagged yes on 09-05", "Tris 2026-09-05; historical user_usage receipt 2026-08-16; 2026-09-07 correction, actor unestablished in C1; C1/C2", "not reading, because timing/usage profiles already exist; recover producing SQL and counter grain before interpreting averages or recurrence.", "Denominator: 10 physical / 10 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "airbyte_internal", "106 physical / 0 in 223", "Unknown; staging excluded from 223; inventory is not a content read", "outside scan denominator", "Metadata inventory 2026-09-02; content actor/date unestablished", "not reading, because redundant ingestion copies are outside the substantive denominator; reopen only to resolve a specified lineage/replay defect.", "Denominator: 106 physical / 0 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "analytics_354300879", "180 physical / 0 in 223; 3 GA4 logical families (non-additive)", "3 families inventoried; content-read object total unknown. first_open/login route is reported, but exact GA4 shard attribution is unestablished here", "outside scan denominator", "Audit family metadata 2026-08-17; C3 first_open result; content actor/date per shard unknown", "not reading, because S1 is not a GA4 event sweep; first bind first_open/login SQL to exact shards, event windows and identity fields. Full warehouse capture remains excluded.", "Denominator: 180 physical / 0 in 223; 3 GA4 logical families (non-additive); read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "apify", "10 physical / 10 in 223", "Unknown; 0 positive receipts recovered in this bounded S1 source set / 10 objects", "0/10 flagged yes on 09-05", "Actor/date unestablished; C1 register", "not reading, because competitor price scrape is a market comparison, not a customer journey fact; revisit for an explicit price-comparison decision.", "Denominator: 10 physical / 10 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "claude", "13 physical / 13 in 223", "At least 7: users_cycles; vpn_primer_payments; vpn_stripe_charges; vpn_users/purchases/churns/refunds (four S5 comparisons). Selected fields only", "10/13 flagged yes on 09-05", "Tris 2026-09-03 cost bridge, 09-05 Primer, 09-09 S5; 09-07 reachability actor unestablished; C2/U1/U2/U3", "not reading, because documented reads already answer the inventory question; excluded vpn_purchases remains outside default analysis authority. Fee/cost lineage and Primer decline-code review are distinct next questions.", "Denominator: 13 physical / 13 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "gemini", "5 physical / 5 in 223", "5/5 objects aggregate-read in S5: four monthly pair comparisons and traffic date/count inspection; no full-row semantic read claim", "0/5 flagged yes on 09-05", "Tris, 2026-09-09, U2 and retained s5-two-truths SQL/JSON", "not reading, because S5 already performed the deferred comparison; inspect transformations/direct Looker configuration next. Similar values or names do not prove independent lineage or downstream wiring.", "Denominator: 5 physical / 5 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "goproxies_web", "2 physical / 2 in 223", "Unknown; 2 historical query flags / 2 objects", "2/2 flagged yes on 09-05", "Actor/date unestablished; C1 register", "not reading, because GoProxies-specific customer analysis is outside this VPN journey programme; preserve its coverage row.", "Denominator: 2 physical / 2 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "imports", "1 physical / 1 in 223", "Unknown; 0 positive receipts recovered in this bounded S1 source set / 1 object; country_tier is inventoried", "0/1 flagged yes on 09-05", "Actor/date unestablished; C1 register", "not reading, because table-name discovery does not commission pricing tiers; use only after version/effective-date and classification rule are recovered.", "Denominator: 1 physical / 1 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "intercom", "13 physical / 13 in 223", "At least 5/13: contacts, conversations, conversation parts, activity_logs, tickets (examined but zero rows in retained inventory); bounded keys/content, not all message bodies", "2/13 flagged yes on 09-05", "Six-stream execution 2026-09-03/04 reviewed in C3; per-query actor needs receipt reconciliation; reachability 2026-09-07, actor unestablished", "scheduled read — S2 on invocation: audit existing classified payer conversations. Owner: S2 writer; keep raw bodies in private store and release aggregates only.", "Denominator: 13 physical / 13 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "intercom_myst_nodes", "13 physical / 13 in 223", "At least 3/13: contacts, conversations, conversation parts in six-stream execution; whole-body read count unknown", "0/13 flagged yes on 09-05", "Execution 2026-09-03/04, C3; per-query actor needs receipt reconciliation", "not reading, because node-runner support is a distinct supply-side question; raw discovery stays registered, not treated as VPN customer evidence.", "Denominator: 13 physical / 13 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "intercom_superproxy", "13 physical / 13 in 223", "At least 3/13: contacts, conversations, conversation parts in six-stream execution; whole-body read count unknown", "3/13 flagged yes on 09-05", "Execution 2026-09-03/04, C3; per-query actor needs receipt reconciliation", "not reading, because proxy support is outside the VPN customer denominator; reuse only for an explicitly scoped proxy question.", "Denominator: 13 physical / 13 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "looker", "14 physical / 14 in 223", "At least 1: users_revenue, 08-17 reconciliation cited by U2; receipt not re-executed. Review-prompt table separately tracked below; exact room total unknown", "12/14 flagged yes on 09-05", "C1 register 2026-09-05; U2 cites users_revenue read 2026-08-17, actor unreconciled", "scheduled read — S2 on invocation: app_users_review_prompt positive/negative/feedback-opened counts by period; retain unknown states. Owner: S2 writer. app_users_protocol_events: not reading, because protocol event-to-attempt mapping and success meaning need a producer contract first.", "Denominator: 14 physical / 14 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "postgre", "67 physical / 67 in 223", "At least 1: mv_user_revenue_actual; mv_vpn_cancel_reasons has a historical query flag only pending receipt. Mirrors of claude reads are not independent recordings", "52/67 flagged yes on 09-05", "U2 METRIC-CONTRACT and capture-manifest OID bridge; exact content actor/date and room total unreconciled", "not reading, because economics requires per-cycle build lineage and payment-component reconciliation first. omnisend_contacts and omnisend_consent_contacts are deferred until a lifecycle exposure/consent question specifies the intended join and policy; a contact inventory alone cannot establish exposure.", "Denominator: 67 physical / 67 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "subscriptions", "2 physical / 2 in 223", "2/2: subscription and subscription_events; keys, event types and timestamp availability read, meanings open", "2/2 flagged yes on 09-05", "Six-stream execution 2026-09-03/04; reachability 2026-09-07, actor unestablished; C3/U3", "not reading, because joint reachability and chronology profiles exist; next read is event producer/transform contract, including null emitted_at and mutable subscription state.", "Denominator: 2 physical / 2 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "superproxies", "2 physical / 2 in 223", "Unknown; 2 historical query flags / 2 objects", "2/2 flagged yes on 09-05", "Actor/date unestablished; C1 register", "not reading, because this is a proxy namespace outside the VPN customer programme; historical flags remain visible.", "Denominator: 2 physical / 2 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "users", "2 physical / 2 in 223", "At least 1/2: creations root frame; root creation is not the full 2026 paying estate", "2/2 flagged yes on 09-05", "Six-stream 2026-09-03/04; 2026-09-07 reachability, actor unestablished; C3/U3", "not reading, because the existing frozen-frame read is reusable; a paid-estate question must explicitly include pre-2026-created payers and keep its separate denominator.", "Denominator: 2 physical / 2 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "vpn_web_tracking", "1 physical / 1 in 223", "Unknown; events_recent was excluded from the six-stream run pending lineage, not proved unread across Kairos", "0/1 flagged yes on 09-05", "Execution 2026-09-03/04, C3", "not reading, because its source lineage is unresolved under that run contract; recover producer evidence and define a new bounded read before admission.", "Denominator: 1 physical / 1 in 223; read scope: preceding cell. Falsifier: a dated SQL/result or content-read receipt for additional objects/fields. Expiry: next matching read/lineage receipt or 2026-09-16, whichever comes first." ], [ "Drive capture", "3 selected files; KPI workbook 20 tabs; whole Drive denominator unknown", "2 other files content-read; KPI workbook 2/20 tabs reported read (26 VPN MRKT, SP MRKT); 18 tab reads unconfirmed", "not applicable", "Talos, 2026-09-07 21:43–22:10; capture MANIFEST addendum 09-08", "scheduled read — S3 on invocation: all 20 tabs, formulas/blank/#REF states and target/actual denominators, with blind extraction. Owner: S3 writer.", "Denominator: 3 selected files; KPI workbook 20 tabs; whole Drive denominator unknown; read scope: preceding cell. Falsifier: a dated additional content-read receipt, including its actual object/field IDs. Expiry: next matching receipt or 2026-09-16, whichever comes first." ], [ "ClickUp capture", "7,068 distinct tasks / 226 lists / 13 spaces; 1,979 comment response files", "7,068 task records parsed for capture; semantic task coverage unknown. Six-stream searched 3,605 comments / 2,305 files in its own captured scope; unique overlap with this capture unreconciled", "not applicable", "Capture complete 2026-09-03 12:48Z; source capture script, agent identity not recorded in receipt; C3 execution 09-03/04", "not reading, because parsing and literal search do not establish semantic understanding; next work should bind a named journey/incident to task and comment IDs before reading relational support links.", "Denominator: 7,068 distinct tasks / 226 lists / 13 spaces; 1,979 comment response files; read scope: preceding cell. Falsifier: a dated additional content-read receipt, including its actual object/field IDs. Expiry: next matching receipt or 2026-09-16, whichever comes first." ], [ "Grafana definitions capture", "152 dashboard definitions + 17 folder records + 18 datasource definitions in 09-02 capture", "152/152 dashboards structurally parsed in prior commissioning; 2,280 panels / 3,133 queries / 286 variables inventoried in 08-27 snapshot. Semantic query-definition coverage unknown; snapshot folder counts differ", "not applicable", "Talos, 2026-08-27 commissioning; 2026-09-02 capture script (agent not in receipt); U5", "not reading, because a definition inventory is not telemetry or a semantic contract; next read is one source-owned metric expression, unit, retention and producer path for a named outcome.", "Denominator: 152 dashboard definitions + 17 folder records + 18 datasource definitions in 09-02 capture; read scope: preceding cell. Falsifier: a dated additional content-read receipt, including its actual object/field IDs. Expiry: next matching receipt or 2026-09-16, whichever comes first." ], [ "Slack frozen export", "237 channels / 1,085,280 messages; snapshot ends 2026-08-18", "1,085,280 indexed/identifier-searched rows; semantic read total unknown. Contract 2A examined 322 records; the 114-hit fixture is a different bounded retrieval and must not be added", "not applicable", "Talos/Tris prior analyses 2026-08-24–27; U6/U4 and Operating Map", "not reading, because whole-archive indexing has already run; inspect selected historical lineage/decision threads when an exact field or task provides a retrieval key. Attachments/private channels/later activity have separate unknown denominators.", "Denominator: 237 channels / 1,085,280 messages; snapshot ends 2026-08-18; read scope: preceding cell. Falsifier: a dated additional content-read receipt, including its actual object/field IDs. Expiry: next matching receipt or 2026-09-16, whichever comes first." ], [ "Intercom raw — cross-dataset view", "39 warehouse objects across 3 workspaces; overlaps intercom* rows above; not additive", "At least 11 named raw objects in six-stream (3×contacts/conversations/parts plus activity_logs/tickets); 8,606 payer conversations model-classified in programme, blind audit of 339 still open", "not applicable", "Six-stream 2026-09-03/04; paying-map classification reported in U1 2026-09-08; exact classification actor/date in that run receipt", "scheduled read — S2 on invocation: blind audit, 339 records in batches of 40, against one codebook. Owner: S2 writer; existing classifier output remains provisional.", "Denominator: 39 warehouse objects across 3 workspaces; overlaps intercom* rows above; not additive; read scope: preceding cell. Falsifier: a dated additional content-read receipt, including its actual object/field IDs. Expiry: next matching receipt or 2026-09-16, whichever comes first." ], [ "Review prompt — looker.app_users_review_prompt", "1 warehouse table / about 241k rows in C1; overlaps looker; not additive", "Content-read total unknown; inventory/name recognition does not settle positive/negative/feedback-opened counts", "not applicable", "C1 2026-09-03; S2 pending in U1 2026-09-08; content reader/date unestablished", "scheduled read — S2 on invocation: count prompt state/outcome by period and platform, inspect source event mapping; store-star ratings and prompt-positive are distinct outcomes.", "Denominator: 1 warehouse table / about 241k rows in C1; overlaps looker; not additive; read scope: preceding cell. Falsifier: a dated additional content-read receipt, including its actual object/field IDs. Expiry: next matching receipt or 2026-09-16, whichever comes first." ] ], "definition_columns": [ "ID", "Stage", "Field/fact", "Meaning gap", "Independent recording", "Resolution/owner", "Next action", "Source" ], "definitions": [ [ "F001", "Acquisition", "source", "Mutable contact attribution versus source-at-time-of-acquisition", "Candidate only; independent lineage/record availability unconfirmed: web/app events ↔ affiliate reporting", "Empirical → business rule — Data + Marketing", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F002", "Acquisition", "campaign_id", "Campaign identity and cross-system namespace", "Candidate only; independent lineage/record availability unconfirmed: campaign catalogue ↔ exposure events", "Empirical → business rule — Marketing + Data", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F003", "Acquisition", "creative / offer identifier", "Version at exposure; a campaign name is insufficient", "No second recording established in the named evidence; source search remains open", "Empirical → business rule — Marketing", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F004", "Acquisition", "click_id / install_id", "Click-to-install join, resets and collisions", "Candidate only; independent lineage/record availability unconfirmed: affiliate click/OID ↔ GA4 install/login", "Empirical — Data + acquisition source owner", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F005", "Acquisition", "exposure_time", "Event time versus ingest time; actual visibility versus eligibility", "No second recording established in the named evidence; source search remains open", "Empirical → business rule — Marketing + experiment owner", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F006", "Acquisition", "consent / attribution window", "Permitted window, first/last-touch choice and consent meaning", "No second recording established in the named evidence; source search remains open", "Business rule required — Marketing + privacy owner", "Locate adopted policy and consent record; request a rule only for unresolved policy", "C4 §5" ], [ "F007", "Identity", "visitor_id / user_pseudo_id", "Install-scoped identifier, resets and Windows shared identifier", "Candidate only; independent lineage/record availability unconfirmed: account login events ↔ source install records", "Empirical — Client engineering + Data", "Recover source contract and test keys/windows before promotion", "C1 timing correction; C3 limits; C4 §4" ], [ "F008", "Identity", "user_id / account uuid", "Account versus person; namespace, merge/split and effective ownership", "Candidate only; independent lineage/record availability unconfirmed: account roots ↔ subscription/support source identifiers", "Empirical → business rule — Data + identity source owner", "Recover source contract and test keys/windows before promotion", "C3; C4 §4; U3" ], [ "F009", "Identity", "created_date / account creation", "Creation event semantics, timezone and left-censored root eligibility", "Candidate only; independent lineage/record availability unconfirmed: creation events ↔ account source record", "Empirical → business rule — Data", "Recover source contract and test keys/windows before promotion", "C3 §7; U3" ], [ "F010", "Identity", "login method", "Account linkage and anonymous-to-known transitions", "No second recording established in the named evidence; source search remains open", "Empirical → business rule — Identity source owner", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F011", "Identity", "device_id", "Device versus install/account; shared/reused values", "Candidate only; independent lineage/record availability unconfirmed: client event ↔ device registry", "Empirical → business rule — Client engineering + Data", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F012", "Identity", "platform / app_version", "Capture origin, missing values and version validity", "Candidate only; independent lineage/record availability unconfirmed: client headers ↔ telemetry dimensions", "Empirical — Client engineering", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F013", "Identity", "identity edge / merge history", "Cardinality, effective dates, deleted accounts and conflict precedence", "No second recording established in the named evidence; source search remains open", "Empirical → business rule — Identity source owner + Data", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F014", "Payment", "order_id / purchase_id", "Retry deduplication, immutable transaction identity and rail coverage", "Candidate only; independent lineage/record availability unconfirmed: gateway events ↔ warehouse transactions", "Empirical → business rule — Payments + Data", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F015", "Payment", "payer identifier", "One payer/many accounts; account identity is not payer identity", "Candidate only; independent lineage/record availability unconfirmed: processor customer ↔ account/subscription mapping", "Empirical → business rule — Payments + Data", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F016", "Payment", "subscription_id / user_uuid", "Membership versus purchase/entitlement; namespace and orphan events", "Candidate only; independent lineage/record availability unconfirmed: subscription source ↔ payment records", "Empirical → business rule — Subscriptions + Data", "Recover source contract and test keys/windows before promotion", "C3; C4 §4; U3" ], [ "F017", "Payment", "authorization state", "Authorized is not captured/settled; transition and reversal rules", "Candidate only; independent lineage/record availability unconfirmed: processor ledger ↔ emitted authorization events", "Empirical → business rule — Payments + Finance", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F018", "Payment", "capture / SETTLED / succeeded state", "State mapping, currency and final cash treatment across rails", "Candidate only; independent lineage/record availability unconfirmed: source processor settlement ledger ↔ Primer/Stripe records", "Empirical → business rule — Payments + Finance", "Recover source contract and test keys/windows before promotion", "C2 Primer; U3 Stripe caveat; C4 §3" ], [ "F019", "Payment", "currency", "Minor-unit exponent, transaction/settlement currency and FX rule", "Candidate only; independent lineage/record availability unconfirmed: processor source currency ↔ warehouse field", "Empirical → business rule — Finance + Data", "Recover source contract and test keys/windows before promotion", "U3 Stripe minor-unit caveat; C4 §5" ], [ "F020", "Payment", "gross amount / amount_usd", "Attempt value versus booked amount; FX date, null and duplicate logic", "Candidate only; independent lineage/record availability unconfirmed: processor settlement/export ↔ warehouse rows; curated mirrors are correlated", "Empirical → business rule — Finance + Data", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F021", "Payment", "refund amount / refund_date", "Refund request versus paid refund; partials, attribution and April layer discrepancy", "Candidate only; independent lineage/record availability unconfirmed: refund source event/settlement ↔ modelled refund rows", "Empirical → business rule — Finance + Payments", "Recover source contract and test keys/windows before promotion", "C4 §5; U2 (comparison only)" ], [ "F022", "Payment", "dispute / chargeback state", "Opened, won/lost and debited are different states; netting scope", "Candidate only; independent lineage/record availability unconfirmed: dispute source lifecycle ↔ gateway/warehouse events", "Empirical → business rule — Finance + Payments", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F023", "Payment", "gateway/store fee / fee_per_tx", "Actual charged fee versus assumed rate; tax/FX/reversal handling", "Candidate only; independent lineage/record availability unconfirmed: processor/store statements ↔ cost model", "Empirical → business rule — Finance", "Recover source contract and test keys/windows before promotion", "C1; U1 cost bridge correction; C4 §5" ], [ "F024", "Payment", "payment_error_decline_code", "Issuer/processor code meaning and recoverability; first read skipped codes", "Candidate only; independent lineage/record availability unconfirmed: processor response ↔ Primer code field", "Empirical, then recovery policy — Payments", "Read code/message aggregates; recover provider mapping and policy before recovery claims", "C2 Primer" ], [ "F025", "Payment", "payment_error_processor_message", "Free-text processor explanation; taxonomy and truncation", "Candidate only; independent lineage/record availability unconfirmed: original processor response ↔ Primer message", "Empirical — Payments", "Inspect screened messages and versioned processor mapping", "C2 Primer" ], [ "F026", "Entitlement", "plan / obligation", "Plan identity, purchased duration, obligations and offer versions", "Candidate only; independent lineage/record availability unconfirmed: product catalogue ↔ purchase/subscription payload", "Empirical → business rule — Product + Subscriptions", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F027", "Entitlement", "entitlement start / end", "Access window versus billing cycle; timezone, overlaps and corrections", "Candidate only; independent lineage/record availability unconfirmed: access-control entitlement ↔ billing lifecycle", "Empirical → business rule — Product + Subscriptions", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F028", "Entitlement", "grace / retry / hold", "Notification absence is not proof a console policy was disabled", "Candidate only; independent lineage/record availability unconfirmed: Google RTDN ↔ Play Console configuration/audit history (not captured here)", "Empirical → business rule — Subscriptions + Play Console owner", "Check source completeness and archived setting history; only human owner settles undocumented policy intent", "C2 Google events; C4 §5" ], [ "F029", "Entitlement", "pause / renewal effective date", "Requested versus effective state; late arrival and recovery transitions", "Candidate only; independent lineage/record availability unconfirmed: store/backend lifecycle ↔ subscription events", "Empirical → business rule — Subscriptions", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F030", "Entitlement", "cancellation effective date", "Customer request versus access ending; voluntary/involuntary mapping", "Candidate only; independent lineage/record availability unconfirmed: cancellation source event ↔ entitlement and payment histories", "Empirical → business rule — Subscriptions + Product", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F031", "Chronology", "subscription_events.event_type", "Producer meaning of create/update; no conversion implication", "Candidate only; independent lineage/record availability unconfirmed: subscription state transitions ↔ source producer code", "Empirical → business rule — Subscriptions + Data", "Recover source contract and test keys/windows before promotion", "C3 §4; U3" ], [ "F032", "Chronology", "subscription_events.emitted_at", "Mostly null; U3 measured emitted_at = period_start on all 87,569 populated 2026 update rows, so it is not event time and cannot measure delivery lag; timezone and missingness mechanism remain unresolved", "Candidate only; independent lineage/record availability unconfirmed: producer event log ↔ receipt event (same event lineage, not independent by default)", "Empirical — Subscription engineering", "Recover source contract and test keys/windows before promotion", "C3 §4; U3 chronology" ], [ "F033", "Chronology", "subscription_events.received_at", "Reception semantics, duplicates, ties and backfill; not event order", "Candidate only; independent lineage/record availability unconfirmed: ingestion/job logs ↔ source clock", "Empirical — Data engineering", "Recover source contract and test keys/windows before promotion", "C3 §4; U3 chronology" ], [ "F034", "Chronology", "_airbyte_extracted_at", "Ingestion timestamp versus business observation window", "Candidate only; independent lineage/record availability unconfirmed: ingestion run logs ↔ table extraction timestamp", "Empirical — Data engineering", "Recover source contract and test keys/windows before promotion", "C3 bounded-day step 1" ], [ "F035", "Product attempt", "attempt_id / session_id", "Eligible attempt grain, retries and session-to-attempt relationship", "Candidate only; independent lineage/record availability unconfirmed: client attempt events ↔ server/session records", "Empirical → business rule — Product + client/backend engineering", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F036", "Product attempt", "destination / use-case code", "Customer job representation and allowed collection scope", "No second recording established in the named evidence; source search remains open", "Business rule + customer recording required — Product/Research + privacy owner", "Inspect already supplied job evidence; define privacy-safe coding only under source-owner authority", "C4 §5" ], [ "F037", "Product attempt", "start / end / event_timestamp", "Client/server clocks, duration unit, poisoned dates and event pairing", "Candidate only; independent lineage/record availability unconfirmed: client events ↔ server clock/log", "Empirical — Client/backend engineering", "Recover source contract and test keys/windows before promotion", "C1 timing correction; C3; C4 §5" ], [ "F038", "Product attempt", "error_code", "Raw emitted fault versus user survey label; version-specific mapping", "Separately authored recording exists; linkage unchecked: separate free-text customer reports exist alongside survey choices; exact attempt linkage unconfirmed", "Empirical → Product interpretation — Client engineering + Product", "Map actual source codes/version to telemetry, survey choice and independent text; keep unmatched reports", "U1 S2; C3 sessions schema; C4 §5" ], [ "F039", "Product attempt", "error_type", "Classification producer, nulls and whether multiple errors collapse", "Candidate only; independent lineage/record availability unconfirmed: source client/server event ↔ sessions field", "Empirical — Client engineering", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F040", "Product attempt", "status_code", "Protocol/client state versus technical/business success", "Candidate only; independent lineage/record availability unconfirmed: server/session state ↔ client event", "Empirical → business rule — Client/backend engineering + Product", "Recover source contract and test keys/windows before promotion", "C3 sessions; C4 §3/5" ], [ "F041", "Product attempt", "server / node / path reference", "Network entity and timing; aggregate Grafana label is not account identity", "Candidate only; independent lineage/record availability unconfirmed: server/session logs ↔ Grafana series; per-account edge unconfirmed", "Empirical — Network/backend engineering", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F042", "Product attempt", "opened_app_total", "False could mean no joined telemetry rather than no open", "Candidate only; independent lineage/record availability unconfirmed: raw open events ↔ churn flag, lineage may be shared", "Empirical → business rule — Data + client engineering", "Recover SQL and compare raw opens by identity/platform/window; retain unknown matches", "C4 §10; U1 S4" ], [ "F043", "Product attempt", "was_connected_total", "False flag overlaps users_cycles; grain/window/identity uncommissioned", "Candidate only; independent lineage/record availability unconfirmed: app_session_connections ↔ churn flag/users_cycles, independence unproven", "Empirical → business rule — Data + Product", "Reconcile same identifiers and windows from source SQL; do not relabel false as customer failure", "C4 §10; C5; U1 S4" ], [ "F044", "Product attempt", "no_success", "Counter is not an owned failure verdict; nonzero behavior uncommissioned", "Candidate only; independent lineage/record availability unconfirmed: raw attempts/result codes ↔ app activity counters", "Empirical → business rule — Client engineering + Product", "Recover source contract and test keys/windows before promotion", "C5 defects; C4 §3" ], [ "F045", "Product attempt", "airbyte.user_usage counters / date grain", "Repeated ID/date rows; snapshot/increment and future dates unresolved", "Candidate only; independent lineage/record availability unconfirmed: raw traffic/session event totals ↔ counter rows; lineage unconfirmed", "Empirical — Telemetry producer + Data", "Recover producing SQL; test ANY/EVERY reductions and counter units against independent source", "C1 usage-source correction" ], [ "F046", "Product attempt", "avg_connection_time_from_connect_to_vpn", "Stored average, missing event-count weight, success/error mixture, Windows pseudo-id", "Candidate only; independent lineage/record availability unconfirmed: source event gaps ↔ stored averages share likely lineage; not independent validation", "Empirical — Telemetry producer", "Recover producer SQL and event denominator; test against source-owned independent timing before performance claims", "C1 timing correction; C2 (superseded interpretation)" ], [ "F047", "Technical outcome", "eligible attempt", "Which initiated attempts belong in the success denominator", "No second recording established in the named evidence; source search remains open", "Business rule required — Product", "Locate adopted eligibility contract and positive/negative examples", "C4 §5" ], [ "F048", "Technical outcome", "success / partial / failure / unknown verdict", "Raw connected/traffic/payment is not technical success by definition", "Candidate only; independent lineage/record availability unconfirmed: client and server evidence; owned verdict definition unresolved", "Business rule required; empirical implementation test — Product + engineering", "Product owns verdict/exclusions; validate implementation against independent client/server observations", "C4 §5" ], [ "F049", "Technical outcome", "disconnect / recovery", "Normal end versus failure; recovery time and resumed usability", "Candidate only; independent lineage/record availability unconfirmed: client recovery event ↔ server continuation", "Empirical → business rule — Product + engineering", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F050", "Technical outcome", "customer-job outcome", "Customer task success cannot be inferred from traffic/payment/silence", "Separate support and survey text exists; a linked explicit job-outcome recording is unconfirmed", "Customer recording + business rule required — Product/Research", "Read existing screened voice first; preserve unknown job outcome where no explicit account exists", "C3/C5; C4 beyond-Simonas table" ], [ "F051", "Technical outcome", "evidence provenance / verdict version", "Source identity, algorithm version, time and auditability", "Candidate only; independent lineage/record availability unconfirmed: source run/version metadata ↔ derived verdict", "Empirical — Data + Product", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F052", "Support", "external_id / contact_id", "Identity coverage, contact merges and effective-dated account ownership", "Candidate only; independent lineage/record availability unconfirmed: support source ID ↔ account/customer identity", "Empirical → business rule — Support + Data", "Recover source contract and test keys/windows before promotion", "C3 limits; C4 §4; U3" ], [ "F053", "Support", "conversation_id / conversation parts", "Conversation versus support episode; participant and message-type semantics", "Candidate only; independent lineage/record availability unconfirmed: support source conversation ↔ part records; same-system corroboration only", "Empirical → business rule — Support + Data", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F054", "Support", "incident grouping / linked attempt", "One incident across conversations/devices; accepted incident/attempt edge missing", "Candidate only; independent lineage/record availability unconfirmed: incident log ↔ support messages and attempt telemetry", "Empirical → business rule — Support + Engineering", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F055", "Support", "support timestamps / first reply time", "Reply-time fields disagree; business-hours, bot/human and timing basis", "Candidate only; independent lineage/record availability unconfirmed: message-part timestamps ↔ Intercom reply-time field (same source, not independent)", "Empirical → business rule — Support + Data", "Recompute from event parts; obtain support-hours and qualifying-reply rule; second independent time log unconfirmed", "C5 defects; C4 §5" ], [ "F056", "Support", "actions / escalation", "Task status versus action actually carried out; stable incident edge", "Candidate only; independent lineage/record availability unconfirmed: support event ↔ ClickUp task/history", "Empirical → business rule — Support + Engineering", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F057", "Support", "closed / resolved", "Closed workflow state versus customer-confirmed resolution", "Separately authored recording exists; linkage unchecked: customer replies/free text are separate authored recordings from agent closure; coverage/linkage unconfirmed", "Business rule required + empirical corroboration — Support", "Recover closure/resolution policy; check linked customer follow-up without treating silence as success", "C4 §3/5; C5" ], [ "F058", "Support", "recorded labour / handle time", "Actual work versus elapsed/reply time; activities and units", "Candidate only; independent lineage/record availability unconfirmed: time entries ↔ support/engineering work records; neither full denominator established", "Empirical → business rule — Support + Engineering", "Inspect authorized retained time-entry/worklog routes before asking whether time is generated", "C4 §5/11; C5" ], [ "F059", "Voice", "App_usage_cancel_reasons.feedback", "Free-text coding completeness and respondent/response denominator", "Candidate only; selected reasons and free text belong to the same submission. Independent candidates: support conversation text or telemetry for the same user; linkage and lineage unconfirmed", "Empirical coding + interpretation — S2 writer + Product/Research", "Read 3,947 responses / 2,255 distinct texts against one codebook; retain mixed/unknown classes", "U1 S2" ], [ "F060", "Voice", "app_usage_sessions.feedback", "STRING schema known; populated content and scope unknown", "No second recording established in the named evidence; source search remains open", "Empirical — S2 writer", "Aggregate null/non-null/grain first, then screened sample; no raw text in shared output", "C3; U1 S2" ], [ "F061", "Voice", "app_usage_sessions.reasons", "STRING schema known; taxonomy and null meaning unknown", "No second recording established in the named evidence; source search remains open", "Empirical — S2 writer", "Profile values and locate producer taxonomy before treating values as customer reasons", "U1 S2" ], [ "F062", "Voice", "review prompt positive / negative / feedback-opened state", "Prompt event semantics, eligibility/branching and denominators; not actual store rating", "Candidate only; independent lineage/record availability unconfirmed: client prompt event ↔ review flow definition; store aggregate not same-person cross-check", "Empirical → business rule — Product + S2 writer", "Map real columns/event values, count all states by period/platform; unknown exact physical field name retained", "C1; U1 S2" ], [ "F063", "Lifecycle", "active / retained", "Meaning: usage, entitlement, payment or explicit relationship; equal windows", "Candidate only; independent lineage/record availability unconfirmed: source usage/payment/entitlement each records a different fact", "Business rule required — Product + Finance", "Choose and version the decision-relevant definition; report component observations separately", "C4 §5" ], [ "F064", "Lifecycle", "churned / lapsed", "Cancellation, expiry, failed renewal and inactivity are different clocks", "Candidate only; independent lineage/record availability unconfirmed: lifecycle notifications ↔ entitlement/payment histories", "Business rule required + empirical test — Product + Finance", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F065", "Lifecycle", "reactivated / recovered payer", "Gap and return definitions; same account/payer/window", "Candidate only; independent lineage/record availability unconfirmed: renewed payment ↔ entitlement/usage return", "Business rule required + empirical test — Product + Finance", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F066", "Lifecycle", "D30 / D90 / D180 observation window", "Day zero, maturity, censoring and missing-event treatment", "No second recording established in the named evidence; source search remains open", "Business rule required — Decision owner + Data", "Freeze day-zero and horizon; keep immature and timestamp-unknown accounts in denominator", "C4 §5" ], [ "F067", "Economics", "recognized revenue", "Recognition basis differs from cash settlement", "Candidate only; independent lineage/record availability unconfirmed: Finance ledger ↔ processor settlement (different facts)", "Business rule required — Finance", "Locate adopted recognition policy and component ledger; do not substitute settled cash", "C4 §5" ], [ "F068", "Economics", "affiliate fees / commission", "Accrual versus approved/paid, reversals and order attribution", "Candidate only; independent lineage/record availability unconfirmed: CJ/impact source commission ↔ warehouse order/component", "Empirical → business rule — Finance + Marketing", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F069", "Economics", "cycle_resi_cost_usd", "Rate-sheet model versus actual node payout; attribution window", "Candidate only; independent lineage/record availability unconfirmed: payout statement ↔ per-cycle model; sheet and model may share input", "Empirical → business rule — Finance + network owner", "Recover source contract and test keys/windows before promotion", "C1; U1 cost bridge; C4 §5" ], [ "F070", "Economics", "cycle_dc_cost_usd", "Datacenter cost components, actual settlement and allocation", "Candidate only; independent lineage/record availability unconfirmed: provider invoice ↔ cost model", "Empirical → business rule — Finance + network owner", "Recover source contract and test keys/windows before promotion", "U1 cost bridge; C4 §5" ], [ "F071", "Economics", "cycle_total_gb_cost_usd", "Sum formula, included components and missing terms", "Candidate only; independent lineage/record availability unconfirmed: source payouts/invoices ↔ model; independence unconfirmed", "Empirical → business rule — Finance + Data", "Recover source contract and test keys/windows before promotion", "U1 cost bridge; C4 §5" ], [ "F072", "Economics", "residential / datacenter GB fields", "Bytes versus GB/GiB, billable directions, deduplication and cycle window", "Candidate only; independent lineage/record availability unconfirmed: network usage source ↔ per-cycle traffic; shared lineage possible", "Empirical → billing rule — Network + Finance", "Recover source contract and test keys/windows before promotion", "C1; U1 cost bridge" ], [ "F073", "Economics", "cycle_profit_usd", "Model contribution before payroll/ads/tools/infra versus full profit", "Candidate only; independent lineage/record availability unconfirmed: independent settlement and cost components; full set not established", "Business rule required + empirical reconciliation — Finance", "Retain measured component contribution; commission netting and all missing components before full profit", "U1 correction; C4 §5; C5" ], [ "F074", "Economics", "support / engineering labour cost", "Recorded time × actual allocation rule; missing time is unknown", "Candidate only; independent lineage/record availability unconfirmed: worklogs/payroll cost basis; retained account-level linkage unconfirmed", "Business rule required + empirical time evidence — Finance + Support/Engineering", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F075", "Economics", "CAC", "Acquisition spend inclusion, cohort/window attribution and organic treatment", "Candidate only; independent lineage/record availability unconfirmed: source ad/affiliate spend ↔ joined acquisition exposure; customer denominator open", "Business rule required + empirical attribution — Finance + Marketing", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F076", "Economics", "attributable abuse cost", "Loss components, causal attribution and double counting", "No second recording established in the named evidence; source search remains open", "Business rule required + empirical case evidence — Finance + Risk/operations", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F077", "Economics", "net contribution / netting rule", "Refund, dispute, tax, fees, delivery, labour and acquisition treatment", "No second recording established in the named evidence; source search remains open", "Business rule required — Finance", "Finance owns component inclusion/allocation; one known missing term keeps result partial", "C4 §5" ], [ "F078", "Decision exposure", "intervention / experiment_id", "Stable intervention version and account-level mapping", "Candidate only; independent lineage/record availability unconfirmed: decision/task log ↔ experiment system", "Empirical → business rule — Decision/experiment owner", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F079", "Decision exposure", "eligibility / assignment", "Eligible population and randomization/assignment rule", "Candidate only; independent lineage/record availability unconfirmed: assignment log ↔ eligibility query; recording unestablished", "Business rule required + empirical implementation test — Experiment owner", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F080", "Decision exposure", "account exposure", "Assigned versus actually exposed; campaign metadata is not exposure", "No second recording established in the named evidence; source search remains open", "Empirical → business rule — Experiment owner + Data", "Find account-level exposure records and source event; preserve unexposed/unknown separately", "C4 §5" ], [ "F081", "Decision exposure", "decision date / owner", "Adopted decision and accountable owner versus discussion/task update", "Candidate only; independent lineage/record availability unconfirmed: approved decision record ↔ action/task history", "Business rule/authority record required — Decision Steward", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F082", "Decision exposure", "mature outcome window", "Outcome definition, baseline, measurement date and causal comparison", "Candidate only; independent lineage/record availability unconfirmed: pre-registered plan ↔ outcome event ledger (different roles)", "Business rule required + empirical evaluation — Decision owner + Data", "Recover source contract and test keys/windows before promotion", "C4 §5" ], [ "F083", "Product attempt", "users_cycles per-cycle activity/health: successful/failed requests, error codes, days active, sessions, seconds online, health status, first-open latency, churn flag/reason", "Units, aggregation windows, outcome mapping and coverage; a per-cycle summary does not itself define product success", "Candidate: raw app_usage tables; independence and lineage relative to vpn_purchases unresolved, and excluded raw tables remain outside default analysis authority", "Empirical → business rule — Data + Product", "Recover producer SQL and per-cycle grain; reconcile only within existing read authority, then commission the success rule", "U3 addendum" ] ], "definition_gap_envelope": { "denominator": "C1–C5, U1–U6 and retained inventories named in source ledger; no new source field census", "falsifier": "Source-owned field recording or producer contract with keys, grain, dates and independent lineage where claimed", "expiry": "New corresponding receipt, source/definition change, or 2026-09-16, whichever first" } }