Record, CLM, bronze and silver
CLM-412411
Received 2026-05-18T03:24:02Z, line 76,950 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 | ANDREW | Andrew | Changed |
| Middle | — | — | Unchanged |
| Last name | FOSTR | Fostr | Changed |
| Date of birth | 10/12/55 | 1955-10-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null·· | — | Cleared |
| SSN | •••-••-6521 | •••-••-6521 | Unchanged |
| Phone | N/A | — | Cleared |
| N/A | — | Cleared | |
| Address | 6503 Cedar Ln | 6503 Cedar Ln | Unchanged |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | ·89173 | 89173 | Changed |
| Group | GRP-9418 | GRP-9418 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- andrew|fostr
- Address key
- 6503|cedar|89173
- Canonical first
- andrew
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| TPA-55469 | 0.98 | Scored | — | Auto-linked |
| CLM-412413 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-412412 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-116325 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-116324 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010862
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Andrew Foster, 1955-10-12, 6 records, Verified
Evidence
Matched against TPA-55469
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6f609d26752026-10-19 19:54:38, scoring_agentidentity id MBR-010862, confidence 0.98, method probabilistic, matched record TPA-55469, policy version 1
- Record linked automatically2ac9d7997e2026-10-19 19:52:09, scoring_agentidentity id MBR-010862, confidence 0.98, method probabilistic, matched record TPA-55469, policy version 1
- Record linked automatically6f12fe8faf2026-10-19 19:45:42, scoring_agentidentity id MBR-010862, confidence 0.98, method probabilistic, matched record TPA-55469, policy version 1
- Record linked automatically4dc3bb2ce32026-10-19 19:32:31, scoring_agentidentity id MBR-010862, confidence 0.98, method probabilistic, matched record TPA-55469, policy version 1
- Record linked automaticallycc303411042026-10-19 19:31:28, scoring_agentidentity id MBR-019104, confidence 0.927, method probabilistic, matched record ENR-116444, policy version 1