Record, CLM, bronze and silver
CLM-419097
Received 2026-07-07T15:07:05Z, line 37,640 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 | ISABELLA | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | AGUILAR | Aguilar | Changed |
| Date of birth | 1951-12-16 | 1951-12-16 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | ·NULL | — | Cleared |
| SSN | NULL·· | — | Cleared |
| Phone | 757-702-4467 | 7577024467 | Parsed |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | N/A | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | N/A·· | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- isabella|aguilar
- Address key
- —
- Canonical first
- isabella
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| CLM-419096 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-037633
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Aguilar, 1951-12-16, 2 records, Verified
Evidence
Matched against CLM-419096
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfaebfa39792026-10-22 12:43:55, scoring_agentidentity id MBR-037633, confidence 1, method probabilistic, matched record CLM-419096, policy version 1
- Record linked automatically8de77fd9422026-10-19 19:54:39, scoring_agentidentity id MBR-037633, confidence 1, method probabilistic, matched record CLM-419096, policy version 1
- Record linked automaticallyb10741c82c2026-10-19 19:52:09, scoring_agentidentity id MBR-037633, confidence 1, method probabilistic, matched record CLM-419096, policy version 1
- Record linked automatically984f2d2cd72026-10-19 19:45:42, scoring_agentidentity id MBR-037633, confidence 1, method probabilistic, matched record CLM-419096, policy version 1
- Record linked automaticallyb8a53846e72026-10-19 19:32:31, scoring_agentidentity id MBR-037633, confidence 1, method probabilistic, matched record CLM-419096, policy version 1
- Record linked automaticallyb294633e372026-10-19 19:31:28, scoring_agentidentity id MBR-007900, confidence 1, method probabilistic, matched record ENR-124980, policy version 1