Record, CLM , bronze and silver
CLM-420615
Received 2026-06-15T06:12:36Z, line 33,520 of the CLM feed
CLM Rule
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 | H | H | Unchanged |
| Last name | BELL | Bell | Changed |
| Date of birth | Nov 28, 1952 | 1952-11-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-7145 | •••-••-7145 | Parsed |
| Phone | - | — | Cleared |
| ·null | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | null | — | Cleared |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.92
- Name key
- sandra|bell
- 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 |
|---|---|---|---|---|
| ENR-127116 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59053 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-420614 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015249
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sandra Bell, 1952-11-28, 4 records, Verified
Evidence
Matched against TPA-59053
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallybb39ca1a472026-10-19 19:54:38, matching_agentidentity id MBR-015249, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59053
- Record linked automatically5c5abbad232026-10-19 19:52:09, matching_agentidentity id MBR-015249, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59053
- Record linked automatically39e3cff7672026-10-19 19:45:42, matching_agentidentity id MBR-015249, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59053
- Record linked automatically672c3ab4492026-10-19 19:32:31, matching_agentidentity id MBR-015249, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-59053
- Record linked automaticallyacc296e5f72026-10-19 19:31:28, scoring_agentidentity id MBR-036788, confidence 0.974, method probabilistic, matched record PRV-26039, policy version 1