Record, CLM, bronze and silver
CLM-402051
Received 2026-09-23T00:07:49Z, line 38,496 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 | Nancy | Nancy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Munoz | Munoz | Unchanged |
| Date of birth | 03-05-1947 | 1947-05-03 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC5052720 | UHC-50527-20 | Parsed |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| NANCY.MUNOZ@PROTON.ME | nancy.munoz@proton.me | Changed | |
| Address | 3307 Elm Street | 3307 Elm St | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75094 | 75094 | Unchanged |
| Group | GRP-4913·· | GRP-4913 | Changed |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.62
- Name key
- nancy|munoz
- Address key
- 3307|elm|75094
- Canonical first
- nancy
Quality flags
7 raised during normalisation
- 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
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| CLM-402053 | 1.00 | Scored | — | Auto-linked |
| ENR-102628 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402052 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010544
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nancy Munoz, 1947-05-03, 4 records, Verified
Evidence
Matched against CLM-402053
| 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 automatically7c3c34f4482026-10-19 19:54:38, scoring_agentidentity id MBR-010544, confidence 1, method probabilistic, matched record CLM-402053, policy version 1
- Record linked automatically4fd385d3252026-10-19 19:52:09, scoring_agentidentity id MBR-010544, confidence 1, method probabilistic, matched record CLM-402053, policy version 1
- Record linked automatically9f3d57e1652026-10-19 19:45:42, scoring_agentidentity id MBR-010544, confidence 1, method probabilistic, matched record CLM-402053, policy version 1
- Record linked automaticallyb2e7f578922026-10-19 19:32:31, scoring_agentidentity id MBR-010544, confidence 1, method probabilistic, matched record CLM-402053, policy version 1
- Record linked automatically8853d57bce2026-10-19 19:31:28, matching_agentidentity id MBR-015207, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102673