Record, CLM, bronze and silver
CLM-431478
Received 2026-01-12T21:47:43Z, line 28,359 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 | ·RICHARD | Richard | Changed |
| Middle | — | — | Unchanged |
| Last name | CLARK | Clark | Changed |
| Date of birth | 10/3/1972 | 1972-10-03 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-54936-57 | UHC-54936-57 | Unchanged |
| SSN | •••-••-1712 | •••-••-1712 | Unchanged |
| Phone | 17992782888·· | 7992782888 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 569 Forest Avenue | 569 Forest Ave | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30377 | 30377 | Unchanged |
| Group | GRP-8367·· | GRP-8367 | Changed |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.72
- Name key
- richard|clark
- Address key
- 569|forest|30377
- Canonical first
- richard
Quality flags
8 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
- 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
- City re-casedCity re-cased to Title Case
- 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-141339 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141340 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431477 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63903 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003770
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Richard Clark, 1972-10-03, 5 records, Verified
Evidence
Matched against ENR-141339
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically426692aa882026-10-19 19:54:38, matching_agentidentity id MBR-003770, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141339
- Record linked automatically7cfc19e3b42026-10-19 19:52:08, matching_agentidentity id MBR-003770, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141339
- Record linked automaticallyfc2704f97d2026-10-19 19:45:42, matching_agentidentity id MBR-003770, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141339
- Record linked automatically0add86110c2026-10-19 19:32:31, matching_agentidentity id MBR-003770, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141339
- Record linked automatically21000191062026-10-19 19:31:28, scoring_agentidentity id MBR-011036, confidence 1, method probabilistic, matched record TPA-63802, policy version 1