Record, CLM, bronze and silver
CLM-405577
Received 2026-05-18T15:32:55Z, line 33,531 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 | AARON | Aaron | Changed |
| Middle | F | F | Unchanged |
| Last name | CRUZ | Cruz | Changed |
| Date of birth | Nov 3, 1996 | 1996-11-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 16938838610 | 6938838610 | Parsed |
| N/A | — | Cleared | |
| Address | ···· | — | Unchanged |
| City | NULL | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | UNKNOWN·· | — | Cleared |
| Group | GRP-6491 | GRP-6491 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.90
- Name key
- aaron|cruz
- Address key
- —
- Canonical first
- aaron
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)
- 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 |
|---|---|---|---|---|
| ENR-107335 | 1.00 | Scored | — | Auto-linked |
| TPA-52455 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001084
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aaron Cruz, 1996-11-03, 3 records, Verified
Evidence
Matched against ENR-107335
| 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 automatically61e7f3d9a02026-10-22 12:43:52, scoring_agentidentity id MBR-001084, confidence 1, method probabilistic, matched record ENR-107335, policy version 1
- Record linked automatically04110284a92026-10-19 19:54:38, scoring_agentidentity id MBR-001084, confidence 1, method probabilistic, matched record ENR-107335, policy version 1
- Record linked automaticallybf24fa1cdc2026-10-19 19:52:08, scoring_agentidentity id MBR-001084, confidence 1, method probabilistic, matched record ENR-107335, policy version 1
- Record linked automaticallyb9187e6f4f2026-10-19 19:45:41, scoring_agentidentity id MBR-001084, confidence 1, method probabilistic, matched record ENR-107335, policy version 1
- Record linked automaticallyf32b92a2ae2026-10-19 19:32:31, scoring_agentidentity id MBR-001084, confidence 1, method probabilistic, matched record ENR-107335, policy version 1
- Record linked automatically289ea72ea62026-10-19 19:31:28, matching_agentidentity id MBR-001674, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107298