Record, CLM , bronze and silver
CLM-401426
Received 2026-08-15T03:53:12Z, line 83,338 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Amanda M. | Amanda | Changed |
| Middle | — | M | Changed |
| Last name | Daniels | Daniels | Unchanged |
| Date of birth | 19380818 | 1938-08-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC1089778 | UHC-10897-78 | Parsed |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| AMANDA.DANIELS19@YAHOO.COM | amanda.daniels19@yahoo.com | Changed | |
| Address | 8322 Sage Ct | 8322 Sage Ct | Unchanged |
| City | Nashville·· | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37216 | 37216 | Unchanged |
| Group | GRP-0808 | GRP-0808 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.76
- Name key
- amanda|daniels
- Address key
- 8322|sage|37216
- Canonical first
- amanda
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| CLM-401427 | 1.00 | Scored | — | Auto-linked |
| ENR-101839 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101840 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-041556
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amanda Daniels, 1938-08-18, 4 records, Verified
Evidence
Matched against CLM-401427
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4c791221cf2026-10-19 19:54:39, scoring_agentidentity id MBR-041556, confidence 1, method probabilistic, matched record CLM-401427, policy version 1
- Record linked automatically2d69e1c83a2026-10-19 19:52:09, scoring_agentidentity id MBR-041556, confidence 1, method probabilistic, matched record CLM-401427, policy version 1
- Record linked automatically3dcbd139d32026-10-19 19:45:42, scoring_agentidentity id MBR-041556, confidence 1, method probabilistic, matched record CLM-401427, policy version 1
- Record linked automatically5c74d8964b2026-10-19 19:32:31, scoring_agentidentity id MBR-041556, confidence 1, method probabilistic, matched record CLM-401427, policy version 1
- Record linked automaticallyf31469336d2026-10-19 19:31:28, matching_agentidentity id MBR-013509, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401425