Record, CLM, bronze and silver
CLM-430663
Received 2026-05-29T22:03:55Z, line 51,653 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Thomas, Denise | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Thomas | Changed |
| Date of birth | 05/27/05 | 2005-05-27 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | uhc-95294-86 | UHC-95294-86 | Parsed |
| SSN | •••-••-0616 | •••-••-0616 | Unchanged |
| Phone | 606-550-8160 | 6065508160 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 5820 LINCOLN WAY | 5820 Lincoln Way | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78748-2538 | 78748 | Changed |
| Group | GRP-5584 | GRP-5584 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.36
- Name key
- denise|thomas
- Address key
- 5820|lincoln|78748
- Canonical first
- denise
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| ENR-140260 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032858
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Denise Thomas, 2005-05-27, 2 records, Verified
Evidence
Matched against ENR-140260
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically14f5210fad2026-10-19 19:54:38, matching_agentidentity id MBR-032858, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140260
- Record linked automaticallyf71336b9462026-10-19 19:52:09, matching_agentidentity id MBR-032858, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140260
- Record linked automatically5dca13d8a72026-10-19 19:45:42, matching_agentidentity id MBR-032858, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140260
- Record linked automatically6f7e900c392026-10-19 19:32:31, matching_agentidentity id MBR-032858, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140260
- Record linked automatically734d04bb192026-10-19 19:31:28, scoring_agentidentity id MBR-019168, confidence 1, method probabilistic, matched record ENR-140452, policy version 1