Record, CLM, bronze and silver
CLM-413753
Received 2026-04-14T22:57:53Z, line 73,063 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 | Carlos | Carlos | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Stevens | Stevens | Changed |
| Date of birth | 12/03/1984 | 1984-12-03 | Parsed |
| Gender | ·Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | null | — | Cleared |
| Phone | (547) 424-5943 | 5474245943 | Parsed |
| carlos.stevens@aol.com | carlos.stevens@aol.com | Unchanged | |
| Address | 2200 Union St·· | 2200 Union St | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85795 | 85795 | Unchanged |
| Group | GRP-3838·· | GRP-3838 | Changed |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- carlos|stevens
- Address key
- 2200|union|85795
- Canonical first
- carlos
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-117982 | 1.00 | Scored | — | Auto-linked |
| CLM-413752 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025868
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carlos Stevens, 1984-12-03, 3 records, Verified
Evidence
Matched against CLM-413752
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb43984d6402026-10-22 12:43:54, scoring_agentidentity id MBR-025868, confidence 1, method probabilistic, matched record CLM-413752, policy version 1
- Record linked automatically50f45cd4fe2026-10-19 19:54:38, scoring_agentidentity id MBR-025868, confidence 1, method probabilistic, matched record CLM-413752, policy version 1
- Record linked automaticallya5446c380e2026-10-19 19:52:09, scoring_agentidentity id MBR-025868, confidence 1, method probabilistic, matched record CLM-413752, policy version 1
- Record linked automaticallyb5145e5dee2026-10-19 19:45:42, scoring_agentidentity id MBR-025868, confidence 1, method probabilistic, matched record CLM-413752, policy version 1
- Record linked automaticallyca12c65dfa2026-10-19 19:32:31, scoring_agentidentity id MBR-025868, confidence 1, method probabilistic, matched record CLM-413752, policy version 1
- Record linked automaticallya8e3ffbfd42026-10-19 19:31:28, scoring_agentidentity id MBR-005818, confidence 1, method probabilistic, matched record TPA-55992, policy version 1