Record, CLM, bronze and silver
CLM-411295
Received 2026-07-27T12:22:34Z, line 85,000 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 | MARIA | Maria | Changed |
| Middle | ·Y | Y | Changed |
| Last name | SINGH | Singh | Changed |
| Date of birth | 2/18/1987 | 1987-02-18 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-2274 | •••-••-2274 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | - | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-3973 | GRP-3973 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- maria|singh
- Address key
- —
- Canonical first
- maria
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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-54965 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-114866 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009299
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Maria Singh, 1987-02-18, 3 records, Verified
Evidence
Matched against TPA-54965
| 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
6 hash-chained entries for this record
- Record linked automatically5070b798492026-10-22 12:43:54, matching_agentidentity id MBR-009299, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-54965
- Record linked automatically829586c4be2026-10-19 19:54:38, matching_agentidentity id MBR-009299, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-54965
- Record linked automaticallyb28ee9cc8b2026-10-19 19:52:09, matching_agentidentity id MBR-009299, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-54965
- Record linked automaticallybc7c61a0852026-10-19 19:45:42, matching_agentidentity id MBR-009299, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-54965
- Record linked automaticallye6d1b801682026-10-19 19:32:31, matching_agentidentity id MBR-009299, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-54965
- Record linked automatically06569864a82026-10-19 19:31:28, scoring_agentidentity id MBR-005092, confidence 1, method probabilistic, matched record TPA-55008, policy version 1