Record, CLM, bronze and silver
CLM-416424
Received 2026-09-21T06:58:47Z, line 65,320 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 | - | — | Cleared |
| Gender | Female | F | Parsed |
| Member ID | UHC-00123-95·· | UHC-00123-95 | Parsed |
| SSN | - | — | Cleared |
| Phone | 327-603-5760 | 3276035760 | Parsed |
| - | — | Cleared | |
| Address | 8861 CANYON RD | 8861 Canyon Rd | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30362 | 30362 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.48
- Name key
- melissa|anderson
- Address key
- 8861|canyon|30362
- Canonical first
- melissa
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth missingDate of birth absent or a null token; left empty
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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 |
|---|---|---|---|---|
| PRV-24865 | 1.00 | Scored | — | Auto-linked |
| TPA-57207 | 0.99 | Scored | — | Auto-linked |
| CLM-416425 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-416423 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-121580 | 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3ac1bba7312026-10-19 19:54:38, scoring_agentidentity id MBR-018684, confidence 1, method probabilistic, matched record PRV-24865, policy version 1
- Record linked automatically947a40581c2026-10-19 19:52:09, scoring_agentidentity id MBR-018684, confidence 1, method probabilistic, matched record PRV-24865, policy version 1
- Record linked automatically0a9e0d82202026-10-19 19:45:42, scoring_agentidentity id MBR-018684, confidence 1, method probabilistic, matched record PRV-24865, policy version 1
- Record linked automaticallyc466506c1e2026-10-19 19:32:31, scoring_agentidentity id MBR-018684, confidence 1, method probabilistic, matched record PRV-24865, policy version 1
- Record linked automatically8a5f537e982026-10-19 19:31:28, matching_agentidentity id MBR-026608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121510