Record, CLM, bronze and silver
CLM-409645
Received 2026-05-29T20:55:01Z, line 86,614 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 | Carol | Carol | Unchanged |
| Middle | N.·· | N | Changed |
| Last name | Howell | Howell | Unchanged |
| Date of birth | 02/16/1942 | 1942-02-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-35472-34 | UHC-35472-34 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 433.593.6242 | 4335936242 | Parsed |
| N/A | — | Cleared | |
| Address | 7900 Mesa Dr | 7900 Mesa Dr | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85340 | 85340 | Unchanged |
| Group | GRP-3984 | GRP-3984 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- carol|howell
- Address key
- 7900|mesa|85340
- Canonical first
- carol
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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-54199 | 1.00 | Scored | — | Auto-linked |
| ENR-112703 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112704 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409644 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028453
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carol Howell, 1942-02-16, 5 records, Verified
Evidence
Matched against TPA-54199
| 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
6 hash-chained entries for this record
- Record linked automaticallyc45025447f2026-10-22 12:43:54, scoring_agentidentity id MBR-028453, confidence 1, method probabilistic, matched record TPA-54199, policy version 1
- Record linked automaticallyf37dc8ea312026-10-19 19:54:38, scoring_agentidentity id MBR-028453, confidence 1, method probabilistic, matched record TPA-54199, policy version 1
- Record linked automaticallya06455d5e62026-10-19 19:52:09, scoring_agentidentity id MBR-028453, confidence 1, method probabilistic, matched record TPA-54199, policy version 1
- Record linked automaticallyc3dbf4d0602026-10-19 19:45:42, scoring_agentidentity id MBR-028453, confidence 1, method probabilistic, matched record TPA-54199, policy version 1
- Record linked automaticallye7ed061d7e2026-10-19 19:32:31, scoring_agentidentity id MBR-028453, confidence 1, method probabilistic, matched record TPA-54199, policy version 1
- Record linked automatically3ed94911ca2026-10-19 19:31:28, scoring_agentidentity id MBR-026548, confidence 1, method probabilistic, matched record PRV-22863, policy version 1