Record, CLM , bronze and silver
CLM-420281
Received 2026-05-11T01:20:09Z, line 92,543 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Maria | Maria | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Carter | Carter | Unchanged |
| Date of birth | 1941-07-21 | 1941-07-21 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-8008 | •••-••-8008 | Unchanged |
| Phone | +1 936 584 7459 | 9365847459 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 4284 PINE DR·· | 4284 Pine Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85297 | 85297 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.78
- Name key
- maria|carter
- Address key
- 4284|pine|85297
- Canonical first
- maria
Quality flags
5 raised during normalisation
- 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
- Plan code upper-casedPlan code upper-cased
- 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-420280 | 0.99 | Scored | — | Auto-linked |
| CLM-420277 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-420278 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-126654 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-420279 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003864
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Maria Carter, 1941-07-21, 6 records, Verified
Evidence
Matched against CLM-420280
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
4 hash-chained entries for this record
- Record linked automaticallyf7f0fe440f2026-10-19 19:54:38, scoring_agentidentity id MBR-003864, confidence 0.99, method probabilistic, matched record CLM-420280, policy version 1
- Record linked automaticallyb4a9a6c22f2026-10-19 19:52:08, scoring_agentidentity id MBR-003864, confidence 0.99, method probabilistic, matched record CLM-420280, policy version 1
- Record linked automaticallya124135b6a2026-10-19 19:45:42, scoring_agentidentity id MBR-003864, confidence 0.99, method probabilistic, matched record CLM-420280, policy version 1
- Record linked automatically552da7c5df2026-10-19 19:32:31, scoring_agentidentity id MBR-003864, confidence 0.99, method probabilistic, matched record CLM-420280, policy version 1