Record, TPA, bronze and silver
TPA-61931
Received 2026-05-04T17:33:21Z, line 11,599 of the TPA feed
TPAScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Dean, Madison | Madison | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Dean | Changed |
| Date of birth | 12/12/1972 | 1972-12-12 | Parsed |
| Gender | null | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | (316) 498-7718 | 3164987718 | Parsed |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | NULL | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | - | — | Cleared |
| Group | ···· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- madison|dean
- Address key
- —
- Canonical first
- madison
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-135437 | 1.00 | Scored | — | Auto-linked |
| CLM-427014 | 0.83 | Scored | — | Sent to steward |
| ENR-135438 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010923
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison Dean, 1972-12-12, 4 records, Verified
Evidence
Matched against ENR-135437
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb0bb6265b32026-10-22 12:43:54, scoring_agentidentity id MBR-010923, confidence 1, method probabilistic, matched record ENR-135437, policy version 1
- Record linked automaticallye8989f164d2026-10-19 19:54:38, scoring_agentidentity id MBR-010923, confidence 1, method probabilistic, matched record ENR-135437, policy version 1
- Record linked automaticallyce1fe466e62026-10-19 19:52:09, scoring_agentidentity id MBR-010923, confidence 1, method probabilistic, matched record ENR-135437, policy version 1
- Record linked automatically4dd6e2851d2026-10-19 19:45:42, scoring_agentidentity id MBR-010923, confidence 1, method probabilistic, matched record ENR-135437, policy version 1
- Record linked automaticallyaa389a7b222026-10-19 19:32:31, scoring_agentidentity id MBR-010923, confidence 1, method probabilistic, matched record ENR-135437, policy version 1
- Record linked automatically2a2902deb02026-10-19 19:31:28, scoring_agentidentity id MBR-007502, confidence 1, method probabilistic, matched record CLM-427149, policy version 1