Record, CLM, bronze and silver
CLM-401191
Received 2026-08-24T03:48:18Z, line 33,777 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 | DENNIS·· | Dennis | Changed |
| Middle | ·· | — | Unchanged |
| Last name | LI | Li | Changed |
| Date of birth | 06/16/67 | 1967-06-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-05445-31 | UHC-05445-31 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 5730 PARK PL | 5730 Park Pl | Changed |
| City | ·Atlanta | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30346 | 30346 | Unchanged |
| Group | GRP-9732 | GRP-9732 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- dennis|li
- Address key
- 5730|park|30346
- Canonical first
- dennis
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-401192 | 1.00 | Scored | — | Auto-linked |
| ENR-101535 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031595
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Dennis Li, 1967-06-16, 3 records, Verified
Evidence
Matched against CLM-401192
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically78412904052026-10-22 12:43:54, scoring_agentidentity id MBR-031595, confidence 1, method probabilistic, matched record CLM-401192, policy version 1
- Record linked automatically537a155d9c2026-10-19 19:54:38, scoring_agentidentity id MBR-031595, confidence 1, method probabilistic, matched record CLM-401192, policy version 1
- Record linked automatically7eff3b45912026-10-19 19:52:09, scoring_agentidentity id MBR-031595, confidence 1, method probabilistic, matched record CLM-401192, policy version 1
- Record linked automaticallycd062bd8332026-10-19 19:45:42, scoring_agentidentity id MBR-031595, confidence 1, method probabilistic, matched record CLM-401192, policy version 1
- Record linked automatically9f858d5fc72026-10-19 19:32:31, scoring_agentidentity id MBR-031595, confidence 1, method probabilistic, matched record CLM-401192, policy version 1
- Record linked automaticallyc1ee876d522026-10-19 19:31:28, scoring_agentidentity id MBR-011948, confidence 0.925, method probabilistic, matched record TPA-50499, policy version 1