Record, CLM, bronze and silver
CLM-402553
Received 2026-02-04T13:20:49Z, line 81,453 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 | HAROLD | Harold | Changed |
| Middle | ·· | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 1999-02-06 | 1999-02-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2969 | •••-••-2969 | Unchanged |
| Phone | N/A·· | — | Cleared |
| null | — | Cleared | |
| Address | 5478 ELM STREET | 5478 Elm St | Changed |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33123 | 33123 | Unchanged |
| Group | GRP-1156 | GRP-1156 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- harold|soto
- Address key
- 5478|elm|33123
- Canonical first
- harold
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
- 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-402554 | 1.00 | Scored | — | Auto-linked |
| TPA-51086 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001066
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Harold Soto, 1999-02-06, 3 records, Verified
Evidence
Matched against CLM-402554
| 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 automatically0a38edf01b2026-10-19 19:54:38, scoring_agentidentity id MBR-001066, confidence 1, method probabilistic, matched record CLM-402554, policy version 1
- Record linked automatically21630660902026-10-19 19:52:08, scoring_agentidentity id MBR-001066, confidence 1, method probabilistic, matched record CLM-402554, policy version 1
- Record linked automatically8a4725c25f2026-10-19 19:45:41, scoring_agentidentity id MBR-001066, confidence 1, method probabilistic, matched record CLM-402554, policy version 1
- Record linked automatically362123c4172026-10-19 19:32:31, scoring_agentidentity id MBR-001066, confidence 1, method probabilistic, matched record CLM-402554, policy version 1
- Record linked automatically987c95f4122026-10-19 19:31:28, scoring_agentidentity id MBR-009766, confidence 1, method probabilistic, matched record ENR-103358, policy version 1