Record, CLM, bronze and silver
CLM-427818
Received 2026-09-03T21:22:48Z, line 45,166 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 | M | M | Unchanged |
| Last name | GIBSON | Gibson | Changed |
| Date of birth | 12/23/1942 | 1942-12-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 1871 Harbor Boulevard | 1871 Harbor Blvd | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32288 | 32288 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- camila|gibson
- Address key
- 1871|harbor|32288
- Canonical first
- camila
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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-136474 | 1.00 | Scored | — | Auto-linked |
| CLM-427817 | 1.00 | Scored | — | Auto-linked |
| TPA-62276 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028550
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Camila Gibson, 1942-12-23, 4 records, Verified
Evidence
Matched against ENR-136474
| 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 automatically4f40c1d62a2026-10-22 12:43:54, scoring_agentidentity id MBR-028550, confidence 1, method probabilistic, matched record ENR-136474, policy version 1
- Record linked automaticallya86b59fb012026-10-19 19:54:38, scoring_agentidentity id MBR-028550, confidence 1, method probabilistic, matched record ENR-136474, policy version 1
- Record linked automatically86385a7e012026-10-19 19:52:09, scoring_agentidentity id MBR-028550, confidence 1, method probabilistic, matched record ENR-136474, policy version 1
- Record linked automaticallyb67109aa6f2026-10-19 19:45:42, scoring_agentidentity id MBR-028550, confidence 1, method probabilistic, matched record ENR-136474, policy version 1
- Record linked automaticallyad2c13e0582026-10-19 19:32:31, scoring_agentidentity id MBR-028550, confidence 1, method probabilistic, matched record ENR-136474, policy version 1
- Record linked automatically349d6d4db32026-10-19 19:31:28, scoring_agentidentity id MBR-004794, confidence 1, method probabilistic, matched record TPA-62233, policy version 1