Record, CLM, bronze and silver
CLM-419919
Received 2026-01-31T09:18:46Z, line 95,160 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 | Dean, Albert | Albert | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Dean | Changed |
| Date of birth | 20-11-1990 | 1990-11-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-88054-86·· | UHC-88054-86 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | +1 527 321 3288 | 5273213288 | Parsed |
| ·NULL | — | Cleared | |
| Address | 5601 Market St | 5601 Market St | Unchanged |
| City | Sacramento | Sacramento | Unchanged |
| State | California | CA | Changed |
| ZIP | 95829 | 95829 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- albert|dean
- Address key
- 5601|market|95829
- Canonical first
- albert
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-58783 | 1.00 | Scored | — | Auto-linked |
| ENR-126234 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-126235 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004975
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Albert Dean, 1990-11-20, 4 records, Verified
Evidence
Matched against TPA-58783
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2d463ad63d2026-10-19 19:54:38, scoring_agentidentity id MBR-004975, confidence 1, method probabilistic, matched record TPA-58783, policy version 1
- Record linked automatically12c83d81332026-10-19 19:52:08, scoring_agentidentity id MBR-004975, confidence 1, method probabilistic, matched record TPA-58783, policy version 1
- Record linked automaticallyf4d6e6e85c2026-10-19 19:45:42, scoring_agentidentity id MBR-004975, confidence 1, method probabilistic, matched record TPA-58783, policy version 1
- Record linked automatically78215fd4d42026-10-19 19:32:31, scoring_agentidentity id MBR-004975, confidence 1, method probabilistic, matched record TPA-58783, policy version 1
- Record linked automatically4cef698c202026-10-19 19:31:28, scoring_agentidentity id MBR-023342, confidence 1, method probabilistic, matched record PRV-25831, policy version 1