Record, CLM, bronze and silver
CLM-429457
Received 2026-01-20T16:42:13Z, line 93,366 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 | HAROLD | Harold | Changed |
| Middle | — | — | Unchanged |
| Last name | BARNES | Barnes | Changed |
| Date of birth | 04/05/1995 | 1995-04-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A·· | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 872-520-8417 | 8725208417 | Parsed |
| ·· | — | Unchanged | |
| Address | 683 Hillcrest Rd | 683 Hillcrest Rd | Unchanged |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | ·null | — | Cleared |
| Group | — | — | Unchanged |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.72
- Name key
- harold|barnes
- Address key
- 683|hillcrest|jacksonville
- Canonical first
- harold
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- Plan code upper-casedPlan 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 |
|---|---|---|---|---|
| ENR-138654 | 0.94 | Scored | — | Auto-linked |
| PRV-28644 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006130
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Harold Barnes, 1995-04-05, 3 records, Verified
Evidence
Matched against ENR-138654
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallya3f5087c8a2026-10-22 12:43:53, scoring_agentidentity id MBR-006130, confidence 0.937, method probabilistic, matched record ENR-138654, policy version 1
- Record linked automatically82870ed3522026-10-19 19:54:38, scoring_agentidentity id MBR-006130, confidence 0.937, method probabilistic, matched record ENR-138654, policy version 1
- Record linked automatically2e6a36a4752026-10-19 19:52:08, scoring_agentidentity id MBR-006130, confidence 0.937, method probabilistic, matched record ENR-138654, policy version 1
- Record linked automatically61e093154d2026-10-19 19:45:42, scoring_agentidentity id MBR-006130, confidence 0.937, method probabilistic, matched record ENR-138654, policy version 1
- Record linked automatically19cbf3262d2026-10-19 19:32:31, scoring_agentidentity id MBR-006130, confidence 0.937, method probabilistic, matched record ENR-138654, policy version 1
- Record linked automatically29f8e47eb72026-10-19 19:31:28, scoring_agentidentity id MBR-014255, confidence 1, method probabilistic, matched record CLM-429455, policy version 1