Record, CLM, bronze and silver
CLM-408412
Received 2026-09-19T06:22:21Z, line 71,175 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 | ANDERSON | Anderson | Changed |
| Date of birth | 19780309 | 1978-03-09 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | ·- | — | Cleared |
| SSN | •••-••-3027 | •••-••-3027 | Unchanged |
| Phone | 8534510543 | 8534510543 | Unchanged |
| N/A | — | Cleared | |
| Address | 3664 Harbor Boulevard | 3664 Harbor Blvd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55491 | 55491 | Unchanged |
| Group | GRP-0391 | GRP-0391 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- robert|anderson
- Address key
- 3664|harbor|55491
- Canonical first
- robert
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031663
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Anderson, 1978-03-09, 4 records, Verified
Evidence
Matched against TPA-53692
| 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 automatically4be865812d2026-10-22 12:43:54, scoring_agentidentity id MBR-031663, confidence 1, method probabilistic, matched record TPA-53692, policy version 1
- Record linked automaticallyad3179eafa2026-10-19 19:54:38, scoring_agentidentity id MBR-031663, confidence 1, method probabilistic, matched record TPA-53692, policy version 1
- Record linked automaticallyf6129c8a622026-10-19 19:52:09, scoring_agentidentity id MBR-031663, confidence 1, method probabilistic, matched record TPA-53692, policy version 1
- Record linked automatically858f777e8d2026-10-19 19:45:42, scoring_agentidentity id MBR-031663, confidence 1, method probabilistic, matched record TPA-53692, policy version 1
- Record linked automatically85ba51768f2026-10-19 19:32:31, scoring_agentidentity id MBR-031663, confidence 1, method probabilistic, matched record TPA-53692, policy version 1
- Record linked automaticallyf5410f97432026-10-19 19:31:28, scoring_agentidentity id MBR-030233, confidence 1, method probabilistic, matched record TPA-53721, policy version 1