Record, CLM, bronze and silver
CLM-402868
Received 2026-01-10T18:57:54Z, line 30,951 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | danielle | Danielle | Changed |
| Middle | — | — | Unchanged |
| Last name | ruiz | Ruiz | Changed |
| Date of birth | 1986-03-25 | 1986-03-25 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-0095 | •••-••-0095 | Parsed |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 754 PARK PL | 754 Park Pl | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89143 | 89143 | Unchanged |
| Group | - | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- danielle|ruiz
- Address key
- 754|park|89143
- Canonical first
- danielle
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-103700 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003133
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Danielle Ruiz, 1986-03-25, 2 records, Verified
Evidence
Matched against ENR-103700
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically9b622f91942026-10-22 12:43:53, matching_agentidentity id MBR-003133, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103700
- Record linked automatically449ac733af2026-10-19 19:54:38, matching_agentidentity id MBR-003133, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103700
- Record linked automatically27fabfb3a62026-10-19 19:52:08, matching_agentidentity id MBR-003133, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103700
- Record linked automatically24ad86c2862026-10-19 19:45:41, matching_agentidentity id MBR-003133, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103700
- Record linked automatically55c97f071a2026-10-19 19:32:31, matching_agentidentity id MBR-003133, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103700
- Record linked automatically137ef782e42026-10-19 19:31:28, scoring_agentidentity id MBR-012728, confidence 0.925, method probabilistic, matched record ENR-103765, policy version 1