Record, CLM, bronze and silver
CLM-405024
Received 2026-05-27T01:54:05Z, line 67,528 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 | WILLIE·· | Willie | Changed |
| Middle | — | — | Unchanged |
| Last name | ·COLE | Cole | Changed |
| Date of birth | ·1985-09-21 | 1985-09-21 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-94020-81 | UHC-94020-81 | Unchanged |
| SSN | •••-••-7177 | •••-••-7177 | Unchanged |
| Phone | NULL·· | — | Cleared |
| N/A | — | Cleared | |
| Address | 1476 Sunset Boulevard | 1476 Sunset Blvd | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37296 | 37296 | Unchanged |
| Group | GRP-8181 | GRP-8181 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- willie|cole
- Address key
- 1476|sunset|37296
- Canonical first
- willie
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-405023 | 0.98 | Scored | — | Auto-linked |
| TPA-52196 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-405022 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030960
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Willie Cole, 1985-09-21, 4 records, Verified
Evidence
Matched against CLM-405023
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 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 automatically52899dbf092026-10-19 19:54:38, scoring_agentidentity id MBR-030960, confidence 0.984, method probabilistic, matched record CLM-405023, policy version 1
- Record linked automaticallydebb7f98312026-10-19 19:52:09, scoring_agentidentity id MBR-030960, confidence 0.984, method probabilistic, matched record CLM-405023, policy version 1
- Record linked automatically5f17a4e6ca2026-10-19 19:45:42, scoring_agentidentity id MBR-030960, confidence 0.984, method probabilistic, matched record CLM-405023, policy version 1
- Record linked automatically900a50c8a62026-10-19 19:32:31, scoring_agentidentity id MBR-030960, confidence 0.984, method probabilistic, matched record CLM-405023, policy version 1
- Record linked automatically05bcb0d7292026-10-19 19:31:28, scoring_agentidentity id MBR-011875, confidence 1, method probabilistic, matched record PRV-21490, policy version 1