Record, CLM, bronze and silver
CLM-416746
Received 2026-03-02T14:59:38Z, line 14,500 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 | T | T | Unchanged |
| Last name | Mills | Mills | Unchanged |
| Date of birth | 2001-03-08 | 2001-03-08 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-44585-61 | UHC-44585-61 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 906.955.1650 | 9069551650 | Parsed |
| N/A·· | — | Cleared | |
| Address | 8275 Pine Drive | 8275 Pine Dr | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28255 | 28255 | Unchanged |
| Group | GRP-1192 | GRP-1192 | Unchanged |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.78
- Name key
- larry|mills
- Address key
- 8275|pine|28255
- Canonical first
- larry
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-416747 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016954
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Mills, 2001-03-08, 2 records, Verified
Evidence
Matched against CLM-416747
| 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
6 hash-chained entries for this record
- Record linked automaticallyb4daeef6632026-10-22 12:43:54, scoring_agentidentity id MBR-016954, confidence 1, method probabilistic, matched record CLM-416747, policy version 1
- Record linked automatically6b40e1835d2026-10-19 19:54:38, scoring_agentidentity id MBR-016954, confidence 1, method probabilistic, matched record CLM-416747, policy version 1
- Record linked automaticallybe9c61b8512026-10-19 19:52:09, scoring_agentidentity id MBR-016954, confidence 1, method probabilistic, matched record CLM-416747, policy version 1
- Record linked automaticallyde57fdc27d2026-10-19 19:45:42, scoring_agentidentity id MBR-016954, confidence 1, method probabilistic, matched record CLM-416747, policy version 1
- Record linked automatically62c5a044792026-10-19 19:32:31, scoring_agentidentity id MBR-016954, confidence 1, method probabilistic, matched record CLM-416747, policy version 1
- Record linked automatically5aaecf2aca2026-10-19 19:31:28, matching_agentidentity id MBR-000774, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121928