Record, CLM, bronze and silver
CLM-417788
Received 2026-02-17T20:36:38Z, line 97,648 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 | Wei | Wei | Unchanged |
| Middle | F. | F | Changed |
| Last name | Shaw | Shaw | Unchanged |
| Date of birth | 19470624 | 1947-06-24 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-62420-46 | UHC-62420-46 | Unchanged |
| SSN | •••-••-1435 | •••-••-1435 | Unchanged |
| Phone | ···· | — | Unchanged |
| — | — | Unchanged | |
| Address | 5446 Market Street | 5446 Market St | Changed |
| City | PLANO | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75099-3989 | 75099 | Changed |
| Group | N/A | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.62
- Name key
- wei|shaw
- Address key
- 5446|market|75099
- Canonical first
- wei
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| TPA-57846 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013878
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Wei Shaw, 1947-06-24, 2 records, Verified
Evidence
Matched against TPA-57846
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically72fa71e3cc2026-10-19 19:54:38, scoring_agentidentity id MBR-013878, confidence 0.925, method probabilistic, matched record TPA-57846, policy version 1
- Record linked automatically39ee81471f2026-10-19 19:52:09, scoring_agentidentity id MBR-013878, confidence 0.925, method probabilistic, matched record TPA-57846, policy version 1
- Record linked automaticallyb318ed9c862026-10-19 19:45:42, scoring_agentidentity id MBR-013878, confidence 0.925, method probabilistic, matched record TPA-57846, policy version 1
- Record linked automaticallyfda50c2fac2026-10-19 19:32:31, scoring_agentidentity id MBR-013878, confidence 0.925, method probabilistic, matched record TPA-57846, policy version 1
- Record linked automatically30d4b2e20b2026-10-19 19:31:28, matching_agentidentity id MBR-020306, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123255