Record, TPA, bronze and silver
TPA-53866
Received 2026-04-15T11:34:37Z, line 35,921 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 | ·JACK | Jack | Changed |
| Middle | C | C | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | 15-12-1958 | 1958-12-15 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 4710 Jefferson Avenue | 4710 Jefferson Ave | Changed |
| City | Miami | Miami | Unchanged |
| State | Florida | FL | Changed |
| ZIP | 33123 | 33123 | Unchanged |
| Group | GRP-7737 | GRP-7737 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- john|pierce
- Address key
- 4710|jefferson|33123
- Canonical first
- john
Quality flags
7 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)
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-408803 | 1.00 | Scored | — | Auto-linked |
| ENR-111621 | 1.00 | Scored | — | Auto-linked |
| TPA-53867 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025146
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jack Pierce, 1958-12-15, 3 records, Verified
Evidence
Matched against ENR-111621
| 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 automatically3df997888b2026-10-19 19:54:38, scoring_agentidentity id MBR-025146, confidence 1, method probabilistic, matched record ENR-111621, policy version 1
- Record linked automatically131a00305d2026-10-19 19:52:09, scoring_agentidentity id MBR-025146, confidence 1, method probabilistic, matched record ENR-111621, policy version 1
- Record linked automaticallya34578cd002026-10-19 19:45:42, scoring_agentidentity id MBR-025146, confidence 1, method probabilistic, matched record ENR-111621, policy version 1
- Record linked automaticallybbe6df8ac02026-10-19 19:32:31, scoring_agentidentity id MBR-025146, confidence 1, method probabilistic, matched record ENR-111621, policy version 1
- Record linked automaticallycdda2680592026-10-19 19:31:28, scoring_agentidentity id MBR-018195, confidence 1, method probabilistic, matched record CLM-408738, policy version 1