Record, CLM, bronze and silver
CLM-410265
Received 2026-09-16T03:54:53Z, line 75,075 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 | shirley | Shirley | Changed |
| Middle | N | N | Unchanged |
| Last name | james | James | Changed |
| Date of birth | 1958-03-17 | 1958-03-17 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-50985-20 | UHC-50985-20 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | null | — | Cleared |
| shirley.james48@proton.me | shirley.james48@proton.me | Unchanged | |
| Address | 4874 CANYON RD | 4874 Canyon Rd | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85212 | 85212 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- shirley|james
- Address key
- 4874|canyon|85212
- Canonical first
- shirley
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-54494 | 1.00 | Scored | — | Auto-linked |
| ENR-113504 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22976 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029121
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley James, 1958-03-17, 3 records, Verified
Evidence
Matched against TPA-54494
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically5835d58e622026-10-19 19:54:38, scoring_agentidentity id MBR-029121, confidence 1, method probabilistic, matched record TPA-54494, policy version 1
- Record linked automatically0609e9dd5c2026-10-19 19:52:09, scoring_agentidentity id MBR-029121, confidence 1, method probabilistic, matched record TPA-54494, policy version 1
- Record linked automaticallya20bc8c0142026-10-19 19:45:42, scoring_agentidentity id MBR-029121, confidence 1, method probabilistic, matched record TPA-54494, policy version 1
- Record linked automatically2889aa9aa42026-10-19 19:32:31, scoring_agentidentity id MBR-029121, confidence 1, method probabilistic, matched record TPA-54494, policy version 1