Record, CLM, bronze and silver
CLM-406727
Received 2026-01-18T21:07:48Z, line 44,200 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 | Sarah·· | Sarah | Changed |
| Middle | G. | G | Changed |
| Last name | James | James | Unchanged |
| Date of birth | 1984-12-20 | 1984-12-20 | Unchanged |
| Gender | ···· | — | Unchanged |
| Member ID | UHC-76376-81 | UHC-76376-81 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 3221 Spring St | 3221 Spring St | Unchanged |
| City | Atlanta | Atlanta | Unchanged |
| State | ga | GA | Changed |
| ZIP | 30381 | 30381 | Unchanged |
| Group | - | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.94
- Name key
- sarah|james
- Address key
- 3221|spring|30381
- Canonical first
- sarah
Quality flags
3 raised during normalisation
- State code upper-casedTwo-letter state code upper-cased
- 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-406726 | 1.00 | Scored | — | Auto-linked |
| ENR-108772 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108771 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-52953 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005610
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah James, 1984-12-20, 5 records, Verified
Evidence
Matched against CLM-406726
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically039aa492d62026-10-22 12:43:53, scoring_agentidentity id MBR-005610, confidence 1, method probabilistic, matched record CLM-406726, policy version 1
- Record linked automatically3acccb42b12026-10-19 19:54:38, scoring_agentidentity id MBR-005610, confidence 1, method probabilistic, matched record CLM-406726, policy version 1
- Record linked automatically03ea71b5512026-10-19 19:52:08, scoring_agentidentity id MBR-005610, confidence 1, method probabilistic, matched record CLM-406726, policy version 1
- Record linked automatically4e5b6d7c902026-10-19 19:45:42, scoring_agentidentity id MBR-005610, confidence 1, method probabilistic, matched record CLM-406726, policy version 1
- Record linked automatically7d8d606d7e2026-10-19 19:32:31, scoring_agentidentity id MBR-005610, confidence 1, method probabilistic, matched record CLM-406726, policy version 1
- Record linked automaticallye35ce75d9f2026-10-19 19:31:28, matching_agentidentity id MBR-013508, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-108825