Record, TPA, bronze and silver
TPA-52718
Received 2026-06-19T15:37:13Z, line 43,873 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 | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | NELSNO | Nelsno | Changed |
| Date of birth | Aug 8, 1947 | 1947-08-08 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | ·- | — | Cleared |
| Phone | — | — | Unchanged |
| michelle.nelson@gmail.com·· | michelle.nelson@gmail.com | Changed | |
| Address | 2704 Lincoln Way | 2704 Lincoln Way | Unchanged |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37286 | 37286 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- michelle|nelsno
- Address key
- 2704|lincoln|37286
- Canonical first
- michelle
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-108040 | 0.99 | Scored | — | Auto-linked |
| TPA-52719 | 0.99 | Scored | — | Auto-linked |
| CLM-406127 | 0.99 | Scored | — | Auto-linked |
| CLM-406128 | 0.99 | Scored | — | Auto-linked |
| CLM-406126 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027654
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Michelle Nelson, 1947-08-08, 6 records, Verified
Evidence
Matched against ENR-108040
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye58f71f0762026-10-19 19:54:38, scoring_agentidentity id MBR-027654, confidence 0.994, method probabilistic, matched record ENR-108040, policy version 1
- Record linked automaticallyab793babde2026-10-19 19:52:09, scoring_agentidentity id MBR-027654, confidence 0.994, method probabilistic, matched record ENR-108040, policy version 1
- Record linked automatically0957f723172026-10-19 19:45:42, scoring_agentidentity id MBR-027654, confidence 0.994, method probabilistic, matched record ENR-108040, policy version 1
- Record linked automaticallye173700ea12026-10-19 19:32:31, scoring_agentidentity id MBR-027654, confidence 0.994, method probabilistic, matched record ENR-108040, policy version 1
- Record linked automaticallyce9132bc8f2026-10-19 19:31:28, scoring_agentidentity id MBR-033043, confidence 1, method probabilistic, matched record ENR-107994, policy version 1