Record, TPA, bronze and silver
TPA-51954
Received 2026-02-05T02:14:08Z, line 98,873 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 | Nicole | Nicole | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Smith | Smith | Unchanged |
| Date of birth | 12/16/1957 | 1957-12-16 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3968 | •••-••-3968 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 1545 Willow Court | 1545 Willow Ct | Changed |
| City | TAMPA·· | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | — | — | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.62
- Name key
- nicole|smith
- Address key
- 1545|willow|tampa
- Canonical first
- nicole
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-404480 | 0.93 | Scored | — | Auto-linked |
| PRV-21286 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010506
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Nicole Smith, 1957-12-16, 2 records, Verified
Evidence
Matched against CLM-404480
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically9a36d4298d2026-10-19 19:54:38, scoring_agentidentity id MBR-010506, confidence 0.925, method probabilistic, matched record CLM-404480, policy version 1
- Record linked automatically7dffc2ea412026-10-19 19:52:09, scoring_agentidentity id MBR-010506, confidence 0.925, method probabilistic, matched record CLM-404480, policy version 1
- Record linked automatically4cbd0cf21e2026-10-19 19:45:42, scoring_agentidentity id MBR-010506, confidence 0.925, method probabilistic, matched record CLM-404480, policy version 1
- Record linked automatically653df0503d2026-10-19 19:32:31, scoring_agentidentity id MBR-010506, confidence 0.925, method probabilistic, matched record CLM-404480, policy version 1
- Record linked automatically9cd01eff582026-10-19 19:31:28, scoring_agentidentity id MBR-005688, confidence 1, method probabilistic, matched record ENR-105713, policy version 1