Record, CLM, bronze and silver
CLM-405468
Received 2026-04-09T07:16:22Z , line 84,679 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 | THOMAS | Thomas | Changed |
| Date of birth | Dec 8, 1951 | 1951-12-08 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 4896 Canyon Road | 4896 Canyon Rd | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95893 | 95893 | Unchanged |
| Group | GRP-2957 | GRP-2957 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- melissa|thomas
- Address key
- 4896|canyon|95893
- Canonical first
- melissa
Quality flags
5 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)
- 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
- 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-107205 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024819
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Melissa Thomas, 1951-12-08, 2 records, Verified
Evidence
Matched against ENR-107205
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4717cf252f2026-10-22 12:43:54, scoring_agentidentity id MBR-024819, confidence 1, method probabilistic, matched record ENR-107205, policy version 1
- Record linked automaticallye6728a86302026-10-19 19:54:38, scoring_agentidentity id MBR-024819, confidence 1, method probabilistic, matched record ENR-107205, policy version 1
- Record linked automaticallya46dd5e78a2026-10-19 19:52:09, scoring_agentidentity id MBR-024819, confidence 1, method probabilistic, matched record ENR-107205, policy version 1
- Record linked automatically3fa61af6a52026-10-19 19:45:42, scoring_agentidentity id MBR-024819, confidence 1, method probabilistic, matched record ENR-107205, policy version 1
- Record linked automatically06ae2be0832026-10-19 19:32:31, scoring_agentidentity id MBR-024819, confidence 1, method probabilistic, matched record ENR-107205, policy version 1
- Record linked automatically278738b3e12026-10-19 19:31:28, scoring_agentidentity id MBR-011673, confidence 1, method probabilistic, matched record CLM-405469, policy version 1