Record, TPA, bronze and silver
TPA-63897
Received 2026-03-15T16:51:24Z , line 77,404 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 | HEATHER | Heather | Changed |
| Middle | ···· | — | Unchanged |
| Last name | KIM | Kim | Changed |
| Date of birth | 1/4/2006 | 2006-01-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9125 | •••-••-9125 | Parsed |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 4203 Harbor Boulevard #558 | 4203 Harbor Blvd # 558 | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85255 | 85255 | Unchanged |
| Group | GRP-3229 | GRP-3229 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.50
- Name key
- heather|kim
- Address key
- 4203|harbor|85255
- Canonical first
- heather
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)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-431467 | 1.00 | Scored | — | Auto-linked |
| CLM-431468 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141326 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006311
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Kim, 2006-01-04, 4 records, Verified
Evidence
Matched against CLM-431467
| 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 automatically4cd5046e5f2026-10-19 19:54:38, scoring_agentidentity id MBR-006311, confidence 1, method probabilistic, matched record CLM-431467, policy version 1
- Record linked automaticallyb766331b582026-10-19 19:52:09, scoring_agentidentity id MBR-006311, confidence 1, method probabilistic, matched record CLM-431467, policy version 1
- Record linked automaticallyc9e4f1c1c72026-10-19 19:45:42, scoring_agentidentity id MBR-006311, confidence 1, method probabilistic, matched record CLM-431467, policy version 1
- Record linked automatically90746c186b2026-10-19 19:32:31, scoring_agentidentity id MBR-006311, confidence 1, method probabilistic, matched record CLM-431467, policy version 1
- Record linked automatically694cb429292026-10-19 19:31:28, scoring_agentidentity id MBR-035442, confidence 0.937, method probabilistic, matched record CLM-431709, policy version 1