Record, CLM, bronze and silver
CLM-421344
Received 2026-08-31T18:17:55Z, line 6,849 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 | CAMILA | Camila | Changed |
| Middle | ·G. | G | Changed |
| Last name | JACKSON | Jackson | Changed |
| Date of birth | 1961-05-15 | 1961-05-15 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | (307) 851-4175 | 3078514175 | Parsed |
| — | — | Unchanged | |
| Address | 9839 LINCOLN WAY | 9839 Lincoln Way | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85221 | 85221 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- camila|jackson
- Address key
- 9839|lincoln|85221
- Canonical first
- camila
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-127981 | 0.99 | Scored | — | Auto-linked |
| TPA-59383 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012406
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Camila Jackson, 1961-05-15, 3 records, Verified
Evidence
Matched against ENR-127981
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically07c91ef11c2026-10-19 19:54:38, scoring_agentidentity id MBR-012406, confidence 0.994, method probabilistic, matched record ENR-127981, policy version 1
- Record linked automatically0f47d5f9fd2026-10-19 19:52:09, scoring_agentidentity id MBR-012406, confidence 0.994, method probabilistic, matched record ENR-127981, policy version 1
- Record linked automaticallycdbde2a0652026-10-19 19:45:42, scoring_agentidentity id MBR-012406, confidence 0.994, method probabilistic, matched record ENR-127981, policy version 1
- Record linked automatically800afd16d52026-10-19 19:32:31, scoring_agentidentity id MBR-012406, confidence 0.994, method probabilistic, matched record ENR-127981, policy version 1
- Record linked automatically72ed6f1dc32026-10-19 19:31:28, scoring_agentidentity id MBR-014550, confidence 1, method probabilistic, matched record TPA-59322, policy version 1