Record, CLM , bronze and silver
CLM-421217
Received 2026-02-08T20:12:24Z, line 11,600 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | randy | Randy | Changed |
| Middle | — | — | Unchanged |
| Last name | carlson | Carlson | Changed |
| Date of birth | 1948-01-28 | 1948-01-28 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-8110 | •••-••-8110 | Unchanged |
| Phone | (311) 460-0537 | 3114600537 | Parsed |
| — | — | Unchanged | |
| Address | 9624 Baseline Road | 9624 Baseline Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75207 | 75207 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- randy|carlson
- Address key
- 9624|baseline|75207
- Canonical first
- randy
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| TPA-59335 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-26247 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-127836 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011530
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Randy Carlson, 1948-01-28, 4 records, Verified
Evidence
Matched against TPA-59335
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically09bc6ea8ae2026-10-19 19:54:38, matching_agentidentity id MBR-011530, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59335
- Record linked automaticallya9c88c7bfd2026-10-19 19:52:09, matching_agentidentity id MBR-011530, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59335
- Record linked automatically5e5623e0552026-10-19 19:45:42, matching_agentidentity id MBR-011530, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59335
- Record linked automatically3d53bbc0b32026-10-19 19:32:31, matching_agentidentity id MBR-011530, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59335
- Record linked automatically75690ea9e72026-10-19 19:31:28, scoring_agentidentity id MBR-003894, confidence 1, method probabilistic, matched record CLM-421219, policy version 1