Record, CLM, bronze and silver
CLM-427061
Received 2026-05-22T12:23:55Z, line 97,903 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 | Aamnda | Aamnda | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 1946-10-03 | 1946-10-03 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-1915 | •••-••-1915 | Unchanged |
| Phone | - | — | Cleared |
| null | — | Cleared | |
| Address | 2132 Baseline Road | 2132 Baseline Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75274-4377 | 75274 | Changed |
| Group | ·GRP-1751 | GRP-1751 | Changed |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.54
- Name key
- aamnda|singh
- Address key
- 2132|baseline|75274
- Canonical first
- aamnda
Quality flags
5 raised during normalisation
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-427060 | 0.99 | Scored | — | Auto-linked |
| ENR-135496 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-427059 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013105
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Amanda Singh, 1946-10-03, 5 records, Verified
Evidence
Matched against CLM-427060
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically96e708e3742026-10-19 19:54:38, scoring_agentidentity id MBR-013105, confidence 0.992, method probabilistic, matched record CLM-427060, policy version 1
- Record linked automatically6852238e2d2026-10-19 19:52:09, scoring_agentidentity id MBR-013105, confidence 0.992, method probabilistic, matched record CLM-427060, policy version 1
- Record linked automaticallyfa4a5cdd4d2026-10-19 19:45:42, scoring_agentidentity id MBR-013105, confidence 0.992, method probabilistic, matched record CLM-427060, policy version 1
- Record linked automaticallycd432ab9892026-10-19 19:32:31, scoring_agentidentity id MBR-013105, confidence 0.992, method probabilistic, matched record CLM-427060, policy version 1
- Record linked automatically7e560ef74e2026-10-19 19:31:28, scoring_agentidentity id MBR-013231, confidence 0.99, method probabilistic, matched record CLM-427060, policy version 1