Record, CLM, bronze and silver
CLM-425881
Received 2026-07-12T14:15:53Z, line 49,953 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 | bobby | Bobby | Changed |
| Middle | ···· | — | Unchanged |
| Last name | nichols | Nichols | Changed |
| Date of birth | 1989-09-18 | 1989-09-18 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-85627-10 | UHC-85627-10 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | 4382 Sunset Boulevard | 4382 Sunset Blvd | Changed |
| City | Miami·· | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33164 | 33164 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- robert|nichols
- Address key
- 4382|sunset|33164
- Canonical first
- robert
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 |
|---|---|---|---|---|
| TPA-61427 | 1.00 | Scored | — | Auto-linked |
| TPA-61428 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-133851 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-425882 | 0.83 | Scored | — | Sent to steward |
| CLM-425880 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020281
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Robert Nichols, 1989-09-18, 6 records, Verified
Evidence
Matched against TPA-61427
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically08fc5c40142026-10-19 19:54:38, scoring_agentidentity id MBR-020281, confidence 1, method probabilistic, matched record TPA-61427, policy version 1
- Record linked automaticallyef365421c62026-10-19 19:52:09, scoring_agentidentity id MBR-020281, confidence 1, method probabilistic, matched record TPA-61427, policy version 1
- Record linked automatically67cb0e68882026-10-19 19:45:42, scoring_agentidentity id MBR-020281, confidence 1, method probabilistic, matched record TPA-61427, policy version 1
- Record linked automatically2970e132df2026-10-19 19:32:31, scoring_agentidentity id MBR-020281, confidence 1, method probabilistic, matched record TPA-61427, policy version 1
- Record linked automaticallye35da525fd2026-10-19 19:31:28, matching_agentidentity id MBR-026120, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27629