Record, CLM, bronze and silver
CLM-425889
Received 2026-08-21T12:04:33Z, line 8,547 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 | RANDY | Randy | Changed |
| Middle | B. | B | Changed |
| Last name | EDWWARDS | Edwwards | Changed |
| Date of birth | Apr 7, 1967 | 1967-04-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 1054 WASHINGTON ST | 1054 Washington St | Changed |
| City | ·Miami | Miami | Changed |
| State | Florida | FL | Changed |
| ZIP | 33128·· | 33128 | Changed |
| Group | GRP-3470 | GRP-3470 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- randy|edwwards
- Address key
- 1054|washington|33128
- Canonical first
- randy
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-425891 | 0.99 | Scored | — | Auto-linked |
| CLM-425890 | 0.99 | Scored | — | Auto-linked |
| TPA-61439 | 0.99 | Scored | — | Auto-linked |
| CLM-425888 | 0.99 | Scored | — | Auto-linked |
| TPA-61438 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013522
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Randy Edwards, 1967-04-07, 6 records, Verified
Evidence
Matched against CLM-425891
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyef1e458b0c2026-10-19 19:54:38, scoring_agentidentity id MBR-013522, confidence 0.993, method probabilistic, matched record CLM-425891, policy version 1
- Record linked automatically15ace96b712026-10-19 19:52:09, scoring_agentidentity id MBR-013522, confidence 0.993, method probabilistic, matched record CLM-425891, policy version 1
- Record linked automatically2b8cb9e6852026-10-19 19:45:42, scoring_agentidentity id MBR-013522, confidence 0.993, method probabilistic, matched record CLM-425891, policy version 1
- Record linked automatically3dd71be5462026-10-19 19:32:31, scoring_agentidentity id MBR-013522, confidence 0.993, method probabilistic, matched record CLM-425891, policy version 1
- Record linked automaticallyb7b959bfd82026-10-19 19:31:28, scoring_agentidentity id MBR-002573, confidence 1, method probabilistic, matched record TPA-61405, policy version 1