Record, TPA, bronze and silver
TPA-52180
Received 2026-08-31T15:01:01Z, line 39,024 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 | Linda | Linda | Unchanged |
| Middle | — | — | Unchanged |
| Last name | James | James | Unchanged |
| Date of birth | 16-08-1949 | 1949-08-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 633-618-3500·· | 6336183500 | Parsed |
| - | — | Cleared | |
| Address | 1598 Park Place | 1598 Park Pl | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93784 | 93784 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- linda|james
- Address key
- 1598|park|93784
- Canonical first
- linda
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-404990 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035038
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Linda James, 1949-08-16, 2 records, Verified
Evidence
Matched against CLM-404990
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4c3e77c62b2026-10-22 12:43:55, scoring_agentidentity id MBR-035038, confidence 1, method probabilistic, matched record CLM-404990, policy version 1
- Record linked automaticallyedfa1c458e2026-10-19 19:54:39, scoring_agentidentity id MBR-035038, confidence 1, method probabilistic, matched record CLM-404990, policy version 1
- Record linked automaticallyad986c71322026-10-19 19:52:09, scoring_agentidentity id MBR-035038, confidence 1, method probabilistic, matched record CLM-404990, policy version 1
- Record linked automatically34cb5996e22026-10-19 19:45:42, scoring_agentidentity id MBR-035038, confidence 1, method probabilistic, matched record CLM-404990, policy version 1
- Record linked automatically18daca56082026-10-19 19:32:31, scoring_agentidentity id MBR-035038, confidence 1, method probabilistic, matched record CLM-404990, policy version 1