Record, CLM, bronze and silver
CLM-423521
Received 2026-07-20T07:54:39Z , line 74,116 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 | Sarah | Sarah | Unchanged |
| Middle | I·· | I | Changed |
| Last name | Gibson | Gibson | Unchanged |
| Date of birth | 1953-11-10 | 1953-11-10 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-84345-50 | UHC-84345-50 | Unchanged |
| SSN | •••-••-0797 | •••-••-0797 | Unchanged |
| Phone | (680) 737-2070 | 6807372070 | Parsed |
| - | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-5821 | GRP-5821 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.96
- Name key
- sarah|gibson
- Address key
- —
- Canonical first
- sarah
Quality flags
2 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| TPA-60346 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039023
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sarah Gibson, 1953-11-10, 2 records, Verified
Evidence
Matched against TPA-60346
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyabfafd96522026-10-22 12:43:55, matching_agentidentity id MBR-039023, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60346
- Record linked automatically577992501c2026-10-19 19:54:39, matching_agentidentity id MBR-039023, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60346
- Record linked automatically2a17147cfe2026-10-19 19:52:09, matching_agentidentity id MBR-039023, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60346
- Record linked automaticallycdff5830d72026-10-19 19:45:42, matching_agentidentity id MBR-039023, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60346
- Record linked automaticallyf3cef38a6a2026-10-19 19:32:31, matching_agentidentity id MBR-039023, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60346
- Record linked automatically7103bfa3792026-10-19 19:31:28, scoring_agentidentity id MBR-025419, confidence 1, method probabilistic, matched record PRV-26941, policy version 1