Record, CLM, bronze and silver
CLM-413500
Received 2026-07-21T20:59:39Z, line 2,351 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 | ·freeman | Freeman | Changed |
| Date of birth | 1973-10-19 | 1973-10-19 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-74769-25 | UHC-74769-25 | Parsed |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| larry.freeman@aol.com | larry.freeman@aol.com | Unchanged | |
| Address | 8114 Sage Ct | 8114 Sage Ct | Unchanged |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33688 | 33688 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.92
- Name key
- larry|freeman
- Address key
- 8114|sage|33688
- Canonical first
- larry
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| TPA-55936 | 1.00 | Scored | — | Auto-linked |
| ENR-117700 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004317
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Freeman, 1973-10-19, 3 records, Verified
Evidence
Matched against TPA-55936
| 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 automatically279520959a2026-10-19 19:54:38, scoring_agentidentity id MBR-004317, confidence 1, method probabilistic, matched record TPA-55936, policy version 1
- Record linked automaticallyf63631b60c2026-10-19 19:52:08, scoring_agentidentity id MBR-004317, confidence 1, method probabilistic, matched record TPA-55936, policy version 1
- Record linked automatically5419d9289c2026-10-19 19:45:42, scoring_agentidentity id MBR-004317, confidence 1, method probabilistic, matched record TPA-55936, policy version 1
- Record linked automatically3880031e7f2026-10-19 19:32:31, scoring_agentidentity id MBR-004317, confidence 1, method probabilistic, matched record TPA-55936, policy version 1
- Record linked automaticallydb0117d2352026-10-19 19:31:28, matching_agentidentity id MBR-012521, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413501