Record, CLM, bronze and silver
CLM-414739
Received 2026-04-24T00:42:51Z, line 39,771 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 | sandra | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | obrien | Obrien | Changed |
| Date of birth | 19851007 | 1985-10-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-1953 | •••-••-1953 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| sandra.obrien@proton.me | sandra.obrien@proton.me | Unchanged | |
| Address | — | — | Unchanged |
| City | null | — | Cleared |
| State | - | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-0631 | GRP-0631 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- sandra|obrien
- Address key
- —
- Canonical first
- sandra
Quality flags
4 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)
- 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-414740 | 1.00 | Scored | — | Auto-linked |
| PRV-24322 | 0.83 | Scored | — | Sent to steward |
| TPA-56497 | 0.83 | Scored | — | Sent to steward |
| TPA-56498 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021361
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Obrien, 1985-10-07, 5 records, Verified
Evidence
Matched against CLM-414740
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically97e074529e2026-10-19 19:54:38, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record CLM-414740, policy version 1
- Record linked automatically30ea6f80a82026-10-19 19:52:09, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record CLM-414740, policy version 1
- Record linked automatically923e6a2b5e2026-10-19 19:45:42, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record CLM-414740, policy version 1
- Record linked automatically1f60b2cc142026-10-19 19:32:31, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record CLM-414740, policy version 1
- Record linked automaticallyd6316b58822026-10-19 19:31:28, matching_agentidentity id MBR-015845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119310