Record, CLM, bronze and silver
CLM-420590
Received 2026-06-23T21:00:13Z, line 5,798 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 | Emma | Emma | Unchanged |
| Middle | A. | A | Changed |
| Last name | Sanders | Sanders | Unchanged |
| Date of birth | Aug 6, 1948 | 1948-08-06 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 12228543447 | 2228543447 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6865 Sage Ct | 6865 Sage Ct | Unchanged |
| City | NASHVILLE | Nashville | Changed |
| State | Tennessee | TN | Changed |
| ZIP | 37297 | 37297 | Unchanged |
| Group | GRP-1150 | GRP-1150 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- emma|sanders
- Address key
- 6865|sage|37297
- Canonical first
- emma
Quality flags
6 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-420588 | 1.00 | Scored | — | Auto-linked |
| CLM-420587 | 1.00 | Scored | — | Auto-linked |
| CLM-420589 | 0.99 | Scored | — | Auto-linked |
| TPA-57784 | 0.60 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021491
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emma Sanders, 1948-08-06, 4 records, Verified
Evidence
Matched against CLM-420588
| 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 automatically145882646c2026-10-19 19:54:38, scoring_agentidentity id MBR-021491, confidence 1, method probabilistic, matched record CLM-420588, policy version 1
- Record linked automatically6f75f5c81c2026-10-19 19:52:09, scoring_agentidentity id MBR-021491, confidence 1, method probabilistic, matched record CLM-420588, policy version 1
- Record linked automatically98bd814c682026-10-19 19:45:42, scoring_agentidentity id MBR-021491, confidence 1, method probabilistic, matched record CLM-420588, policy version 1
- Record linked automatically577759d4182026-10-19 19:32:31, scoring_agentidentity id MBR-021491, confidence 1, method probabilistic, matched record CLM-420588, policy version 1
- Record linked automatically0f352699c72026-10-19 19:31:28, matching_agentidentity id MBR-014584, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127042