Record, CLM, bronze and silver
CLM-411155
Received 2026-03-15T23:08:04Z, line 45,401 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 | Joyce | Joyce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Pierce | Pierce | Unchanged |
| Date of birth | 02/01/1945 | 1945-02-01 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-17185-78 | UHC-17185-78 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | ·· | — | Unchanged |
| — | — | Unchanged | |
| Address | 3413 Spring St·· | 3413 Spring St | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | az | AZ | Changed |
| ZIP | 85262-1553 | 85262 | Changed |
| Group | - | — | Cleared |
| Plan | CORE-HMO·· | CORE-HMO | Changed |
- Quality score
- 0.76
- Name key
- joyce|pierce
- Address key
- 3413|spring|85262
- Canonical first
- joyce
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- 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-54884 | 1.00 | Scored | — | Auto-linked |
| TPA-54885 | 1.00 | Scored | — | Auto-linked |
| CLM-411154 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114661 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008602
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Pierce, 1945-02-01, 5 records, Verified
Evidence
Matched against TPA-54884
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically93653f022c2026-10-22 12:43:54, scoring_agentidentity id MBR-008602, confidence 1, method probabilistic, matched record TPA-54884, policy version 1
- Record linked automatically294069cb632026-10-19 19:54:38, scoring_agentidentity id MBR-008602, confidence 1, method probabilistic, matched record TPA-54884, policy version 1
- Record linked automatically49a140b0392026-10-19 19:52:09, scoring_agentidentity id MBR-008602, confidence 1, method probabilistic, matched record TPA-54884, policy version 1
- Record linked automaticallyba64ee46d92026-10-19 19:45:42, scoring_agentidentity id MBR-008602, confidence 1, method probabilistic, matched record TPA-54884, policy version 1
- Record linked automaticallycc4edb3aa72026-10-19 19:32:31, scoring_agentidentity id MBR-008602, confidence 1, method probabilistic, matched record TPA-54884, policy version 1
- Record linked automaticallyc78b9656c92026-10-19 19:31:28, matching_agentidentity id MBR-006167, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114763