Record, TPA, bronze and silver
TPA-61673
Received 2026-10-03T15:59:16Z, line 1,577 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 | Rios, Kevin | Kevin | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Rios | Changed |
| Date of birth | 19850320·· | 1985-03-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 248-201-6127 | 2482016127 | Parsed |
| — | — | Unchanged | |
| Address | - | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- kevin|rios
- Address key
- —
- Canonical first
- kevin
Quality flags
5 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-134639 | 1.00 | Scored | — | Auto-linked |
| ENR-134638 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009254
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kevin Rios, 1985-03-20, 3 records, Verified
Evidence
Matched against ENR-134639
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically1aa05c9cb42026-10-19 19:54:38, scoring_agentidentity id MBR-009254, confidence 1, method probabilistic, matched record ENR-134639, policy version 1
- Record linked automatically8a9b66b80c2026-10-19 19:52:09, scoring_agentidentity id MBR-009254, confidence 1, method probabilistic, matched record ENR-134639, policy version 1
- Record linked automatically222ad0ccfc2026-10-19 19:45:42, scoring_agentidentity id MBR-009254, confidence 1, method probabilistic, matched record ENR-134639, policy version 1
- Record linked automatically9cb2cd38fb2026-10-19 19:32:31, scoring_agentidentity id MBR-009254, confidence 1, method probabilistic, matched record ENR-134639, policy version 1
- Record linked automaticallyd8b55c22852026-10-19 19:31:28, scoring_agentidentity id MBR-005420, confidence 1, method probabilistic, matched record ENR-135104, policy version 1