Record, CLM, bronze and silver
CLM-421021
Received 2026-07-15T14:48:31Z, line 17,519 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 | Bobby | Bobby | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Gray | Gray | Changed |
| Date of birth | 1989-02-03 | 1989-02-03 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-77275-12 | UHC-77275-12 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (249) 451-3302 | 2494513302 | Parsed |
| BOBBY.GRAY41@PROTON.ME | bobby.gray41@proton.me | Changed | |
| Address | NULL | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | ···· | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.92
- Name key
- robert|gray
- Address key
- —
- Canonical first
- robert
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| ENR-127604 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032376
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Bobby Gray, 1989-02-03, 2 records, Verified
Evidence
Matched against ENR-127604
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically4d8629778d2026-10-22 12:43:54, matching_agentidentity id MBR-032376, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127604
- Record linked automatically9cd5401f0e2026-10-19 19:54:38, matching_agentidentity id MBR-032376, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127604
- Record linked automatically8cde42c4b12026-10-19 19:52:09, matching_agentidentity id MBR-032376, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127604
- Record linked automatically90e5e919cf2026-10-19 19:45:42, matching_agentidentity id MBR-032376, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127604
- Record linked automaticallyd795f739002026-10-19 19:32:31, matching_agentidentity id MBR-032376, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127604