Record, CLM, bronze and silver
CLM-420837
Received 2026-07-27T12:43:03Z, line 22,834 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | KAREN | Karen | Changed |
| Middle | ···· | — | Unchanged |
| Last name | MARTIN | Martin | Changed |
| Date of birth | 1984-04-01 | 1984-04-01 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-08306-99 | UHC-08306-99 | Unchanged |
| SSN | •••-••-2740 | •••-••-2740 | Unchanged |
| Phone | (241) 502-9347 | 2415029347 | Parsed |
| null | — | Cleared | |
| Address | 3754 Main Street | 3754 Main St | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33149-8803 | 33149 | Changed |
| Group | GRP-2325 | GRP-2325 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.64
- Name key
- karen|martin
- Address key
- 3754|main|33149
- Canonical first
- karen
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-59142 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032803
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Martin, 1984-04-01, 2 records, Verified
Evidence
Matched against TPA-59142
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically34199ec4452026-10-22 12:43:54, scoring_agentidentity id MBR-032803, confidence 1, method probabilistic, matched record TPA-59142, policy version 1
- Record linked automatically912be16fae2026-10-19 19:54:38, scoring_agentidentity id MBR-032803, confidence 1, method probabilistic, matched record TPA-59142, policy version 1
- Record linked automatically4a67e573ca2026-10-19 19:52:09, scoring_agentidentity id MBR-032803, confidence 1, method probabilistic, matched record TPA-59142, policy version 1
- Record linked automaticallyf74172b7f22026-10-19 19:45:42, scoring_agentidentity id MBR-032803, confidence 1, method probabilistic, matched record TPA-59142, policy version 1
- Record linked automaticallydf99768f502026-10-19 19:32:31, scoring_agentidentity id MBR-032803, confidence 1, method probabilistic, matched record TPA-59142, policy version 1
- Record linked automatically042938bb972026-10-19 19:31:28, scoring_agentidentity id MBR-007108, confidence 1, method probabilistic, matched record TPA-59077, policy version 1