Record, CLM, bronze and silver
CLM-405830
Received 2026-08-18T19:13:35Z, line 46,373 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 | BARBARA | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | WALLACE | Wallace | Changed |
| Date of birth | 1984-12-25 | 1984-12-25 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | UHC-80497-35 | UHC-80497-35 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 780-729-7947 | 7807297947 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 3506 Willow Court | 3506 Willow Ct | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85081-8898 | 85081 | Changed |
| Group | GRP-8003 | GRP-8003 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- barbara|wallace
- Address key
- 3506|willow|85081
- Canonical first
- barbara
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-52581 | 1.00 | Scored | — | Auto-linked |
| CLM-405831 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-107659 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031198
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Wallace, 1984-12-25, 4 records, Verified
Evidence
Matched against TPA-52581
| 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 automatically6d7d6783082026-10-19 19:54:38, scoring_agentidentity id MBR-031198, confidence 1, method probabilistic, matched record TPA-52581, policy version 1
- Record linked automatically64a9ebc2c22026-10-19 19:52:09, scoring_agentidentity id MBR-031198, confidence 1, method probabilistic, matched record TPA-52581, policy version 1
- Record linked automatically7df558f39c2026-10-19 19:45:42, scoring_agentidentity id MBR-031198, confidence 1, method probabilistic, matched record TPA-52581, policy version 1
- Record linked automatically5768e6a8222026-10-19 19:32:31, scoring_agentidentity id MBR-031198, confidence 1, method probabilistic, matched record TPA-52581, policy version 1
- Record linked automaticallye8864982722026-10-19 19:31:28, matching_agentidentity id MBR-042086, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107635