Record, TPA, bronze and silver
TPA-54645
Received 2026-01-15T03:25:59Z, line 37,859 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 | ·MARCUS | Marcus | Changed |
| Middle | — | — | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | 1944-05-08 | 1944-05-08 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-7168 | •••-••-7168 | Unchanged |
| Phone | — | — | Unchanged |
| marcus.pierce10@outlook.com | marcus.pierce10@outlook.com | Unchanged | |
| Address | 7945 PARK PL | 7945 Park Pl | Changed |
| City | LOS ANGELES | Los Angeles | Changed |
| State | California | CA | Changed |
| ZIP | 90096 | 90096 | Unchanged |
| Group | GRP-6525 | GRP-6525 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- marcus|pierce
- Address key
- 7945|park|90096
- Canonical first
- marcus
Quality flags
8 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-410596 | 1.00 | Scored | — | Auto-linked |
| CLM-410597 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-410598 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004047
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marcus Pierce, 1944-05-08, 4 records, Verified
Evidence
Matched against CLM-410596
| 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 automaticallybd52379bf12026-10-19 19:54:38, scoring_agentidentity id MBR-004047, confidence 1, method probabilistic, matched record CLM-410596, policy version 1
- Record linked automatically2306b048642026-10-19 19:52:08, scoring_agentidentity id MBR-004047, confidence 1, method probabilistic, matched record CLM-410596, policy version 1
- Record linked automatically991e6562c02026-10-19 19:45:42, scoring_agentidentity id MBR-004047, confidence 1, method probabilistic, matched record CLM-410596, policy version 1
- Record linked automaticallya0660abd022026-10-19 19:32:31, scoring_agentidentity id MBR-004047, confidence 1, method probabilistic, matched record CLM-410596, policy version 1
- Record linked automaticallyd916ec2c7f2026-10-19 19:31:28, scoring_agentidentity id MBR-040189, confidence 0.996, method probabilistic, matched record ENR-113804, policy version 1