Record, CLM, bronze and silver
CLM-423302
Received 2026-02-05T20:56:14Z, line 72,533 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Tommy | Tommy | Unchanged |
| Middle | B | B | Unchanged |
| Last name | Gibson | Gibson | Unchanged |
| Date of birth | 04/20/2007 | 2007-04-20 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-43316-31 | UHC-43316-31 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (881) 636-8275 | 8816368275 | Parsed |
| ·- | — | Cleared | |
| Address | 8914 Elm Street | 8914 Elm St | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95879 | 95879 | Unchanged |
| Group | GRP-9930 | GRP-9930 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- thomas|gibson
- Address key
- 8914|elm|95879
- Canonical first
- thomas
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-423301 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130457 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-60252 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010729
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Thomas Gibson, 2007-04-20, 3 records, Verified
Evidence
Matched against CLM-423301
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyffe78f4dc82026-10-22 12:43:54, matching_agentidentity id MBR-010729, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423301
- Record linked automatically1aa230d4632026-10-19 19:54:38, matching_agentidentity id MBR-010729, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423301
- Record linked automatically3daba0ec962026-10-19 19:52:09, matching_agentidentity id MBR-010729, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423301
- Record linked automatically85d515a9bd2026-10-19 19:45:42, matching_agentidentity id MBR-010729, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423301
- Record linked automaticallyaf5da1d2c82026-10-19 19:32:31, matching_agentidentity id MBR-010729, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423301
- Record linked automaticallyc48e914a4a2026-10-19 19:31:28, matching_agentidentity id MBR-016231, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423301