Record, CLM, bronze and silver
CLM-400181
Received 2026-09-08T20:23:59Z, line 69,589 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 | LARRY | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | CHAPMAN | Chapman | Changed |
| Date of birth | 11-12-1972 | 1972-12-11 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC5912312 | UHC-59123-12 | Parsed |
| SSN | •••-••-6187 | •••-••-6187 | Unchanged |
| Phone | N/A·· | — | Cleared |
| null | — | Cleared | |
| Address | 1882 Baseline Rd | 1882 Baseline Rd | Unchanged |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | ·32200 | 32200 | Changed |
| Group | GRP-0775 | GRP-0775 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.90
- Name key
- larry|chapman
- Address key
- 1882|baseline|32200
- Canonical first
- larry
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| CLM-400182 | 1.00 | Scored | — | Auto-linked |
| ENR-100270 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026601
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Chapman, 1972-12-11, 3 records, Verified
Evidence
Matched against CLM-400182
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically41a79fc71b2026-10-19 19:54:38, scoring_agentidentity id MBR-026601, confidence 1, method probabilistic, matched record CLM-400182, policy version 1
- Record linked automatically0cf08216c72026-10-19 19:52:09, scoring_agentidentity id MBR-026601, confidence 1, method probabilistic, matched record CLM-400182, policy version 1
- Record linked automatically5d416e49d82026-10-19 19:45:42, scoring_agentidentity id MBR-026601, confidence 1, method probabilistic, matched record CLM-400182, policy version 1
- Record linked automatically7d4c6fdf7b2026-10-19 19:32:31, scoring_agentidentity id MBR-026601, confidence 1, method probabilistic, matched record CLM-400182, policy version 1
- Record linked automaticallyc0b0cee9f02026-10-19 19:31:28, matching_agentidentity id MBR-011804, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400180