Record, CLM, bronze and silver
CLM-416423
Received 2026-03-25T13:03:50Z, line 24,766 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 | melissa | Melissa | Changed |
| Middle | — | — | Unchanged |
| Last name | anderson | Anderson | Changed |
| Date of birth | Jul 2, 1981 | 1981-07-02 | Parsed |
| Gender | ·N/A | — | Cleared |
| Member ID | UHC-00123-95 | UHC-00123-95 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 327-603-5760 | 3276035760 | Parsed |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-2990 | GRP-2990 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- melissa|anderson
- Address key
- —
- Canonical first
- melissa
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| PRV-24865 | 1.00 | Scored | — | Auto-linked |
| TPA-57207 | 0.99 | Scored | — | Auto-linked |
| ENR-121580 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416425 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416424 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018684
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Melissa Anderson, 1981-07-02, 6 records, Verified
Evidence
Matched against PRV-24865
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically35a5ab1f742026-10-19 19:54:38, scoring_agentidentity id MBR-018684, confidence 1, method probabilistic, matched record PRV-24865, policy version 1
- Record linked automatically2846a8f75b2026-10-19 19:52:09, scoring_agentidentity id MBR-018684, confidence 1, method probabilistic, matched record PRV-24865, policy version 1
- Record linked automaticallyaf381cb6322026-10-19 19:45:42, scoring_agentidentity id MBR-018684, confidence 1, method probabilistic, matched record PRV-24865, policy version 1
- Record linked automatically2473ef3c3e2026-10-19 19:32:31, scoring_agentidentity id MBR-018684, confidence 1, method probabilistic, matched record PRV-24865, policy version 1
- Record linked automaticallycc9556901a2026-10-19 19:31:28, scoring_agentidentity id MBR-018685, confidence 0.97, method probabilistic, matched record CLM-416422, policy version 1