Record, CLM, bronze and silver
CLM-404674
Received 2026-06-15T16:35:06Z, line 21,440 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 | Sophia | Sophia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Hill | Hill | Unchanged |
| Date of birth | 12/15/60 | 1960-12-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-6183 | •••-••-6183 | Unchanged |
| Phone | — | — | Unchanged |
| sophia.hill@hotmail.com | sophia.hill@hotmail.com | Unchanged | |
| Address | N/A | — | Cleared |
| City | ·N/A | — | Cleared |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | null | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.82
- Name key
- sophia|hill
- Address key
- —
- Canonical first
- sophia
Quality flags
3 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| CLM-404676 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-106155 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404675 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002649
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sophia Hill, 1960-12-15, 4 records, Verified
Evidence
Matched against ENR-106155
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically3d81f346a52026-10-19 19:54:38, matching_agentidentity id MBR-002649, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-106155
- Record linked automaticallyf5f3263c5e2026-10-19 19:52:08, matching_agentidentity id MBR-002649, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-106155
- Record linked automaticallyeda2a78aa12026-10-19 19:45:41, matching_agentidentity id MBR-002649, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-106155
- Record linked automatically5c74ff1d222026-10-19 19:32:31, matching_agentidentity id MBR-002649, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-106155
- Record linked automatically2ee17e97832026-10-19 19:31:28, scoring_agentidentity id MBR-029449, confidence 1, method probabilistic, matched record CLM-404676, policy version 1