Record, CLM, bronze and silver
CLM-431330
Received 2026-01-13T05:56:16Z, line 36,791 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 | Nichols | Nichols | Unchanged |
| Date of birth | Apr 5, 1968·· | 1968-04-05 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 388 517 0909 | 3885170909 | Parsed |
| harold.nichols@outlook.com | harold.nichols@outlook.com | Unchanged | |
| Address | 4690 Cedar Ln | 4690 Cedar Ln | Unchanged |
| City | MESA | Mesa | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85289 | 85289 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- harold|nichols
- Address key
- 4690|cedar|85289
- Canonical first
- harold
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
- 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-141136 | 1.00 | Scored | — | Auto-linked |
| TPA-63835 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003887
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Harold Nichols, 1968-04-05, 3 records, Verified
Evidence
Matched against ENR-141136
| 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
4 hash-chained entries for this record
- Record linked automaticallyf7801aac282026-10-19 19:54:38, scoring_agentidentity id MBR-003887, confidence 1, method probabilistic, matched record ENR-141136, policy version 1
- Record linked automatically2a5dbff20e2026-10-19 19:52:08, scoring_agentidentity id MBR-003887, confidence 1, method probabilistic, matched record ENR-141136, policy version 1
- Record linked automaticallyf2cc4c35742026-10-19 19:45:42, scoring_agentidentity id MBR-003887, confidence 1, method probabilistic, matched record ENR-141136, policy version 1
- Record linked automatically9e8fdfbbb82026-10-19 19:32:31, scoring_agentidentity id MBR-003887, confidence 1, method probabilistic, matched record ENR-141136, policy version 1