Record, CLM, bronze and silver
CLM-401276
Received 2026-06-24T10:23:39Z, line 2,272 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 | ALBERT | Albert | Changed |
| Middle | P. | P | Changed |
| Last name | CLARK | Clark | Changed |
| Date of birth | 15-05-1977 | 1977-05-15 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-36686-91 | UHC-36686-91 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 18862532948 | 8862532948 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | null | — | Cleared |
| City | null | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | N/A·· | — | Cleared |
| Group | GRP-6361 | GRP-6361 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.90
- Name key
- albert|clark
- Address key
- —
- Canonical first
- albert
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 |
|---|---|---|---|---|
| TPA-50547 | 0.99 | Scored | — | Auto-linked |
| CLM-401277 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20404 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401278 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20403 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015266
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Albert Clark, 1977-05-15, 6 records, Verified
Evidence
Matched against TPA-50547
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically6fa3d131b32026-10-19 19:54:38, scoring_agentidentity id MBR-015266, confidence 0.991, method probabilistic, matched record TPA-50547, policy version 1
- Record linked automatically048b75f3382026-10-19 19:52:09, scoring_agentidentity id MBR-015266, confidence 0.991, method probabilistic, matched record TPA-50547, policy version 1
- Record linked automatically53c0e8852c2026-10-19 19:45:42, scoring_agentidentity id MBR-015266, confidence 0.991, method probabilistic, matched record TPA-50547, policy version 1
- Record linked automaticallye2f06c71f22026-10-19 19:32:31, scoring_agentidentity id MBR-015266, confidence 0.991, method probabilistic, matched record TPA-50547, policy version 1
- Record linked automatically6d5f6728012026-10-19 19:31:28, matching_agentidentity id MBR-010266, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101742