Record, CLM, bronze and silver
CLM-424571
Received 2026-02-05T15:31:30Z, line 14,625 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 | EUGENE | Eugene | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | 1980-03-11·· | 1980-03-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-77317-26 | UHC-77317-26 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ·· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 1911 PALM DRIVE | 1911 Palm Dr | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85031-2293 | 85031 | Changed |
| Group | GRP-4279 | GRP-4279 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- eugene|nichols
- Address key
- 1911|palm|85031
- Canonical first
- eugene
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-424570 | 1.00 | Scored | — | Auto-linked |
| TPA-60842 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-424569 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-60843 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002529
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Eugene Nichols, 1980-03-11, 5 records, Verified
Evidence
Matched against CLM-424570
| 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 automaticallybbb88eb5462026-10-19 19:54:38, scoring_agentidentity id MBR-002529, confidence 1, method probabilistic, matched record CLM-424570, policy version 1
- Record linked automatically14035ac8762026-10-19 19:52:08, scoring_agentidentity id MBR-002529, confidence 1, method probabilistic, matched record CLM-424570, policy version 1
- Record linked automaticallye006bf0b942026-10-19 19:45:41, scoring_agentidentity id MBR-002529, confidence 1, method probabilistic, matched record CLM-424570, policy version 1
- Record linked automaticallybd9b20250c2026-10-19 19:32:31, scoring_agentidentity id MBR-002529, confidence 1, method probabilistic, matched record CLM-424570, policy version 1
- Record linked automaticallybea787be942026-10-19 19:31:28, matching_agentidentity id MBR-005678, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424570