Record, CLM, bronze and silver
CLM-410676
Received 2026-07-21T05:02:50Z, line 11,560 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 | GRACE | Grace | Changed |
| Middle | — | — | Unchanged |
| Last name | ROSS | Ross | Changed |
| Date of birth | 1985-12-22 | 1985-12-22 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-85981-15 | UHC-85981-15 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (215) 274-7706 | 2152747706 | Parsed |
| NULL | — | Cleared | |
| Address | 5740 Sunset Boulevard | 5740 Sunset Blvd | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55308 | 55308 | Unchanged |
| Group | GRP-9022 | GRP-9022 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- grace|ross
- Address key
- 5740|sunset|55308
- Canonical first
- grace
Quality flags
5 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
- 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-54684 | 1.00 | Scored | — | Auto-linked |
| CLM-410678 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114009 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410677 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021800
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Grace Ross, 1985-12-22, 5 records, Verified
Evidence
Matched against TPA-54684
| 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
5 hash-chained entries for this record
- Record linked automaticallydd72596e9b2026-10-19 19:54:38, scoring_agentidentity id MBR-021800, confidence 1, method probabilistic, matched record TPA-54684, policy version 1
- Record linked automaticallydb0e411fa52026-10-19 19:52:09, scoring_agentidentity id MBR-021800, confidence 1, method probabilistic, matched record TPA-54684, policy version 1
- Record linked automatically472bc9053b2026-10-19 19:45:42, scoring_agentidentity id MBR-021800, confidence 1, method probabilistic, matched record TPA-54684, policy version 1
- Record linked automaticallye3b56308632026-10-19 19:32:31, scoring_agentidentity id MBR-021800, confidence 1, method probabilistic, matched record TPA-54684, policy version 1
- Record linked automaticallya4964071eb2026-10-19 19:31:28, scoring_agentidentity id MBR-028205, confidence 1, method probabilistic, matched record ENR-114142, policy version 1