Record, TPA, bronze and silver
TPA-61710
Received 2026-10-05T12:42:18Z, line 97,207 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 | amanda | Amanda | Changed |
| Middle | ···· | — | Unchanged |
| Last name | mcdonald | McDonald | Changed |
| Date of birth | 1961-09-28 | 1961-09-28 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 6337 APACHE BLVD | 6337 Apache Blvd | Changed |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33178 | 33178 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- amanda|mcdonald
- Address key
- 6337|apache|33178
- Canonical first
- amanda
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-426494 | 1.00 | Scored | — | Auto-linked |
| CLM-426491 | 1.00 | Scored | — | Auto-linked |
| CLM-426492 | 1.00 | Scored | — | Auto-linked |
| CLM-426493 | 1.00 | Scored | — | Auto-linked |
| ENR-134747 | 1.00 | Scored | — | Auto-linked |
| TPA-61711 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020672
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amanda McDonald, 1961-09-28, 7 records, Verified
Evidence
Matched against CLM-426494
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd3f8c725782026-10-19 19:54:38, scoring_agentidentity id MBR-020672, confidence 1, method probabilistic, matched record CLM-426494, policy version 1
- Record linked automatically3a075227df2026-10-19 19:52:09, scoring_agentidentity id MBR-020672, confidence 1, method probabilistic, matched record CLM-426494, policy version 1
- Record linked automaticallycfccb4e9e02026-10-19 19:45:42, scoring_agentidentity id MBR-020672, confidence 1, method probabilistic, matched record CLM-426494, policy version 1
- Record linked automatically917a2cc8322026-10-19 19:32:31, scoring_agentidentity id MBR-020672, confidence 1, method probabilistic, matched record CLM-426494, policy version 1
- Record linked automatically4f2ddfceaf2026-10-19 19:31:28, scoring_agentidentity id MBR-038981, confidence 0.987, method probabilistic, matched record CLM-426632, policy version 1