Record, CLM, bronze and silver
CLM-417632
Received 2026-02-17T02:27:32Z, line 73,158 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 | WALTER | Walter | Changed |
| Middle | — | — | Unchanged |
| Last name | GRAY | Gray | Changed |
| Date of birth | 3/1/1982 | 1982-03-01 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-31744-18 | UHC-31744-18 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 18963925398 | 8963925398 | Parsed |
| — | — | Unchanged | |
| Address | 4202 Camelback Rd | 4202 Camelback Rd | Unchanged |
| City | Atlanta | Atlanta | Unchanged |
| State | ·GA | GA | Changed |
| ZIP | 30336 | 30336 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- walter|gray
- Address key
- 4202|camelback|30336
- Canonical first
- walter
Quality flags
6 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-417631 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013670
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Walter Gray, 1982-03-01, 2 records, Verified
Evidence
Matched against CLM-417631
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyff24d3606a2026-10-22 12:43:54, scoring_agentidentity id MBR-013670, confidence 1, method probabilistic, matched record CLM-417631, policy version 1
- Record linked automaticallyfc46b9870a2026-10-19 19:54:38, scoring_agentidentity id MBR-013670, confidence 1, method probabilistic, matched record CLM-417631, policy version 1
- Record linked automaticallybef13ddd332026-10-19 19:52:09, scoring_agentidentity id MBR-013670, confidence 1, method probabilistic, matched record CLM-417631, policy version 1
- Record linked automaticallya3324f4a572026-10-19 19:45:42, scoring_agentidentity id MBR-013670, confidence 1, method probabilistic, matched record CLM-417631, policy version 1
- Record linked automaticallyba5fc33cfe2026-10-19 19:32:31, scoring_agentidentity id MBR-013670, confidence 1, method probabilistic, matched record CLM-417631, policy version 1
- Record linked automatically0e6707e8492026-10-19 19:31:28, matching_agentidentity id MBR-022708, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123062