Record, CLM, bronze and silver
CLM-411154
Received 2026-05-26T13:20:26Z, line 51,564 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 | Changed |
| Middle | N.·· | N | Changed |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | 1945-02-01 | 1945-02-01 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-17185-78 | UHC-17185-78 | Unchanged |
| SSN | - | — | Cleared |
| Phone | ···· | — | Unchanged |
| - | — | Cleared | |
| Address | 3413 Spring Street·· | 3413 Spring St | Changed |
| City | ·Scottsdale | Scottsdale | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85262 | 85262 | Unchanged |
| Group | GRP-3309 | GRP-3309 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- joyce|pierce
- Address key
- 3413|spring|85262
- Canonical first
- joyce
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
| ENR-114661 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411155 | 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 automatically1b75f3c20b2026-10-22 12:43:54, scoring_agentidentity id MBR-008602, confidence 1, method probabilistic, matched record TPA-54884, policy version 1
- Record linked automatically66a7bab53b2026-10-19 19:54:38, scoring_agentidentity id MBR-008602, confidence 1, method probabilistic, matched record TPA-54884, policy version 1
- Record linked automatically7bca0006b62026-10-19 19:52:09, scoring_agentidentity id MBR-008602, confidence 1, method probabilistic, matched record TPA-54884, policy version 1
- Record linked automaticallybd0786ffc72026-10-19 19:45:42, scoring_agentidentity id MBR-008602, confidence 1, method probabilistic, matched record TPA-54884, policy version 1
- Record linked automatically6ec1312c292026-10-19 19:32:31, scoring_agentidentity id MBR-008602, confidence 1, method probabilistic, matched record TPA-54884, policy version 1
- Record linked automaticallye7979411842026-10-19 19:31:28, scoring_agentidentity id MBR-013453, confidence 1, method probabilistic, matched record TPA-54946, policy version 1