Record, CLM, bronze and silver
CLM-425888
Received 2026-08-12T23:44:57Z, line 91,202 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 | Edwards, Randy | Randy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Edwards | Changed |
| Date of birth | Apr 7, 1967 | 1967-04-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 911-889-0062 | 9118890062 | Parsed |
| N/A | — | Cleared | |
| Address | 1054 WASHINGTON ST | 1054 Washington St | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33128 | 33128 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- randy|edwards
- Address key
- 1054|washington|33128
- Canonical first
- randy
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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 | 1.00 | Scored | — | Auto-linked |
| CLM-425890 | 1.00 | Scored | — | Auto-linked |
| TPA-61439 | 1.00 | Scored | — | Auto-linked |
| CLM-425889 | 0.99 | Scored | — | Auto-linked |
| TPA-61438 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013522
- Method
- Scored
- Confidence
- 1.00
- 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 | 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 automaticallyfcf45bbbdf2026-10-19 19:54:38, scoring_agentidentity id MBR-013522, confidence 1, method probabilistic, matched record CLM-425891, policy version 1
- Record linked automatically967de4030e2026-10-19 19:52:09, scoring_agentidentity id MBR-013522, confidence 1, method probabilistic, matched record CLM-425891, policy version 1
- Record linked automatically8ec82e4aa82026-10-19 19:45:42, scoring_agentidentity id MBR-013522, confidence 1, method probabilistic, matched record CLM-425891, policy version 1
- Record linked automaticallyd34de9c98a2026-10-19 19:32:31, scoring_agentidentity id MBR-013522, confidence 1, method probabilistic, matched record CLM-425891, policy version 1
- Record linked automaticallyab0cfa45412026-10-19 19:31:28, matching_agentidentity id MBR-032213, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-134177